diff --git a/geometry/meshcat.html b/geometry/meshcat.html
index 8a7b948191c1..ea7a0d08c50e 100644
--- a/geometry/meshcat.html
+++ b/geometry/meshcat.html
@@ -158,7 +158,13 @@
         connection.onmessage = (msg) => handle_message(msg);
         connection.onopen = (evt) => {
           if (!accepting_connections) location.reload();
-          accepting_connections = false
+          accepting_connections = false;
+          // Immediately trigger the callback so that connection is sufficient
+          // to register a pose (otherwise, it doesn't happen until *something*
+          // else happens to trigger a render). Invoking the render callback is
+          // always safe because even if `tracked_camera` isn't enabled, the
+          // Viewer has a non-null no-op callback set.
+          viewer.render_callback();
         };
         connection.onclose = function(evt) {
           status_dom.style.display = "block";
diff --git a/tutorials/BUILD.bazel b/tutorials/BUILD.bazel
index 4ec27281e9c2..e817866ee160 100644
--- a/tutorials/BUILD.bazel
+++ b/tutorials/BUILD.bazel
@@ -3,6 +3,18 @@ load("//tools/jupyter:jupyter_py.bzl", "drake_jupyter_py_binary")
 load("//tools/lint:lint.bzl", "add_lint_tests")
 load("//tools/skylark:drake_py.bzl", "drake_py_test")
 
+filegroup(
+    name = "resources",
+    data = [
+        "resources/sphere.gltf",
+        "resources/sphere.bin",
+        "resources/env_color_room.png",
+        "resources/env_color_room_75.hdr",
+        "resources/env_color_room_150.hdr",
+        "resources/env_color_room_1200.hdr",
+    ],
+)
+
 drake_jupyter_py_binary(
     name = "authoring_leaf_systems",
     add_test_rule = 1,
@@ -19,6 +31,17 @@ drake_jupyter_py_binary(
     ],
 )
 
+drake_jupyter_py_binary(
+    name = "configuring_lighting",
+    add_test_rule = 1,
+    data = [
+        "resources",
+    ],
+    deps = [
+        "//bindings/pydrake",
+    ],
+)
+
 drake_jupyter_py_binary(
     name = "custom_gradients",
     add_test_rule = 1,
diff --git a/tutorials/configuring_lighting.ipynb b/tutorials/configuring_lighting.ipynb
new file mode 100644
index 000000000000..312489cb5133
--- /dev/null
+++ b/tutorials/configuring_lighting.ipynb
@@ -0,0 +1,2826 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Configuring Rendering Lighting\n",
+    "\n",
+    "### tl;dr\n",
+    "\n",
+    "This tutorial is about controlling the illumination in your rendered\n",
+    "scenes. The goal is to give you proper intuition and techniques for\n",
+    "efficiently and effectively lighting your scenarios. The goal is to\n",
+    "end up with renderings like this (as rendered\n",
+    "[here](https://carvisualizer.plus360degrees.com/threejs/)):\n",
+    "\n",
+    "![PBR-rendered car](images/pbr_car.jpg)\n",
+    "**Figure:** Example of a rendering using RenderEngineVtk PBR rendering.\n",
+    "\n",
+    "The discussion is limited to a single rendering technology: physically-\n",
+    "based rendering (PBR). This is available when using `RenderEngineVtk`.\n",
+    "`RenderEngineVtk` also has a legacy Phong illumination model (also\n",
+    "used by `RenderEngineGl`). This tutorial will not discuss the Phong\n",
+    "illumination model. If curious, we recommend further reading on\n",
+    "[Wikipedia](https://en.wikipedia.org/wiki/Phong_reflection_model).\n",
+    "\n",
+    "**Tutorial Overview**\n",
+    "\n",
+    "  - [Overview of rendering model (PBR)](#what_is_pbr)\n",
+    "  - [Tutorial methodology and infrastructure](#infrastructure)\n",
+    "  - [Direct lighting](#direct_lighting)\n",
+    "    - [Shadows](#shadows)\n",
+    "  - [Materials](#pbr_materials)\n",
+    "  - [Environment maps](#environment_maps)\n",
+    "    - [Tone mapping and exposure](#exposure)\n",
+    "  - [Total illumination](#total-illumination)\n",
+    "\n",
+    "<a id=\"what_is_pbr\"></a>\n",
+    "## Physically-based Rendering (PBR)\n",
+    "\n",
+    "An illumination model is an approximation of the physics behind the\n",
+    "physical phenomena underlying vision -- electromagnetic radiation\n",
+    "strikes materials and reflects towards a photo-sensitive medium (e.g.,\n",
+    "film, CCDs, human eyes, etc.) The so-called \"physically-based rendering\"\n",
+    "illumination model is a modern model that hews more closely to actual\n",
+    "physics (in comparison with older, classical illumination models).\n",
+    "While it is truer to reality, it is still an approximation. There\n",
+    "will inevitably be differences between renderings and reality.\n",
+    "\n",
+    "### What makes it physical?\n",
+    "\n",
+    "PBR has three driving principles:\n",
+    "\n",
+    "  - It's based on a microfacet surface model of materials\n",
+    "  - It conserves energy\n",
+    "  - It uses a physically based bidirectional reflection distribution\n",
+    "    function (BRDF).\n",
+    "    - This is a function that models how light reflects off\n",
+    "      surfaces.\n",
+    "\n",
+    "PBR provides concrete benefits:\n",
+    "\n",
+    "  - It allows content authors to create models based on an object's\n",
+    "    actual properties without concern about how the objects get used;\n",
+    "    the correctness of the material doesn't depend on the lighting.\n",
+    "  - Simply put, it produces more realistic images.\n",
+    "  \n",
+    "To effectively light a scene, you need to understand the properties\n",
+    "of the available light sources _and_ how materials respond to those\n",
+    "light sources. For example, if you have an object painted with\n",
+    "[Vantablack](https://en.wikipedia.org/wiki/Vantablack) shining\n",
+    "more light on the object will not appreciably change your final\n",
+    "image. This tutorial provides a high-level discussion of the material\n",
+    "properties and light sources available to you. If you're interested\n",
+    "about the details of PBR, you might try\n",
+    "[this tutorial](https://learnopengl.com/PBR/Theory) or \n",
+    "[this documentation of a particular implementation](https://google.github.io/filament/Filament.html).\n",
+    "\n",
+    "### Enabling PBR in RenderEngineVtk\n",
+    "\n",
+    "The discussions below will be interleaved with interactive examples\n",
+    "where you can explore the parameters discussed. We'll simply start\n",
+    "with how to enable PBR illumination.\n",
+    "\n",
+    "`RenderEngineVtk` defaults to the Phong illumination model for\n",
+    "historical reasons. This default will change in the future. In the\n",
+    "meantime, there are three things that will change a `RenderEngineVtk`\n",
+    "instance from Phong to PBR:\n",
+    "\n",
+    "  - Explicitly request it in the [`RenderEngineVtkParams`](https://drake.mit.edu/doxygen_cxx/structdrake_1_1geometry_1_1_render_engine_vtk_params.html)\n",
+    "    - Set the `force_to_pbr` flag to `true`.\n",
+    "  - Add an [environment map](#environment-maps).\n",
+    "  - Add a glTF file (Drake's preferred visual geometry representation)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"infrastructure\"></a>\n",
+    "## Tutorial methodology and infrastructure\n",
+    "\n",
+    "### Methodology\n",
+    "\n",
+    "As we discuss the details of PBR and Drake, we'll do it in a context\n",
+    "in which you can explore the parameter space.\n",
+    "\n",
+    "In addition to the code blocks in which you can modify parameters and\n",
+    "re-evaluate, we'll grant you the ability to move the camera and\n",
+    "re-render the image. We'll do that via an instance of meshcat\n",
+    "visualizer. By moving the camera in the visualization browser window,\n",
+    "the camera in this session will update its pose to match. It *does*\n",
+    "require explicitly re-rendering.\n",
+    "\n",
+    "The pattern you'll see over and over again is a pair of code blocks.\n",
+    "The first will set up the scene -- with particular emphasis on the\n",
+    "parameters being illustrated. It also sets a curated camera pose so\n",
+    "that the first rendering you do will show what the tutorial needs to\n",
+    "show.\n",
+    "\n",
+    "The second code block will simply perform the rendering (and contain\n",
+    "the rendered result). The first evaluation will use the camera pose\n",
+    "defined in the first block. Subsequent executions of the rendering\n",
+    "block will use the pose from the meshcat session.\n",
+    "\n",
+    "To streamline the first code block, we'll introduce some infrastructure\n",
+    "to admit compact declarations of scenes."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Infrastructure\n",
+    "\n",
+    "The necessary imports."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import copy\n",
+    "import json\n",
+    "import math\n",
+    "import os\n",
+    "\n",
+    "import cv2\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "\n",
+    "from pydrake.common import (\n",
+    "    FindResourceOrThrow,\n",
+    "    MemoryFile,\n",
+    ")\n",
+    "from pydrake.common.value import Value\n",
+    "from pydrake.geometry import (\n",
+    "    Box,\n",
+    "    ClippingRange,\n",
+    "    ColorRenderCamera,\n",
+    "    EnvironmentMap,\n",
+    "    EquirectangularMap,\n",
+    "    FramePoseVector,\n",
+    "    GeometryFrame,\n",
+    "    GeometryId,\n",
+    "    GeometryInstance,\n",
+    "    InMemoryMesh,\n",
+    "    IllustrationProperties,\n",
+    "    LightParameter,\n",
+    "    MakeRenderEngineVtk,\n",
+    "    Mesh,\n",
+    "    Meshcat,\n",
+    "    MeshcatVisualizer,\n",
+    "    PerceptionProperties,\n",
+    "    QueryObject,\n",
+    "    RenderCameraCore,\n",
+    "    RenderEngineVtkParams,\n",
+    "    Rgba,\n",
+    "    SceneGraph,\n",
+    "    Sphere,\n",
+    "    StartMeshcat,\n",
+    ")\n",
+    "from pydrake.math import RigidTransform, RotationMatrix\n",
+    "from pydrake.multibody.parsing import PackageMap\n",
+    "from pydrake.systems.framework import DiagramBuilder, LeafSystem\n",
+    "from pydrake.systems.sensors import (\n",
+    "    CameraInfo,\n",
+    "    ImageRgba8U,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We'll create a special system that will track the camera\n",
+    "position in the meshcat session."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class CameraController(LeafSystem):\n",
+    "    def __init__(self, scene_graph, meshcat):\n",
+    "        \"\"\"The single output port provides a RigidTransform defining the\n",
+    "        pose of the camera body in the world frame: X_WC. The value is defined\n",
+    "        by polling the given Meshcat instance. If the meshcat url includes the\n",
+    "        argument `tracked_camera=on` we'll get the pose of the visualizer's\n",
+    "        camera. Otherwise, we simply return some generic camera position.\n",
+    "        \"\"\"\n",
+    "        LeafSystem.__init__(self)\n",
+    "        self._meshcat = meshcat\n",
+    "        self._source_id = scene_graph.RegisterSource(\"camera_controller\")\n",
+    "        self._frame_id = scene_graph.RegisterFrame(\n",
+    "            source_id=self._source_id, frame=GeometryFrame(\"camera\"))\n",
+    "        output_cls = Value[FramePoseVector]\n",
+    "        self.DeclareAbstractOutputPort(\"camera_pose\",\n",
+    "                                       lambda: output_cls(),\n",
+    "                                       self.CalcPose)\n",
+    "        # Looking down from above.\n",
+    "        self._default_X_WC = RigidTransform(\n",
+    "            R=RotationMatrix.MakeXRotation(math.pi), p=[0, 0, 5])\n",
+    "\n",
+    "    def frame_id(self):\n",
+    "        return self._frame_id\n",
+    "\n",
+    "    def source_id(self):\n",
+    "        return self._source_id\n",
+    "\n",
+    "    def set_camera_pose(self, pose_in_world=None):\n",
+    "        \"\"\"Sets the override camera pose.\"\"\"\n",
+    "        self._X_WC = pose_in_world\n",
+    "\n",
+    "    def CalcPose(self, context, pose_vector):\n",
+    "        X_WC = self._X_WC\n",
+    "        if X_WC is None:\n",
+    "            X_WC = self._meshcat.GetTrackedCameraPose()\n",
+    "            if X_WC is None:\n",
+    "                X_WC = self._default_X_WC\n",
+    "        poses = FramePoseVector()\n",
+    "        poses.set_value(id=self._frame_id, value=X_WC)\n",
+    "        pose_vector.set_value(poses)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Now, we'll create the `RenderComparator` class. This class will\n",
+    "allow us to instantiate multiple renderers for a single scene.\n",
+    "When we render from the comparator, each of the render engines\n",
+    "will render a color image, and the comparator will display the\n",
+    "array of images.\n",
+    "\n",
+    "It also gives us short-cuts for populating the scene with simple\n",
+    "primitives."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class RenderComparator:\n",
+    "    \"\"\"Configures a diagram that can produce render comparisons between\n",
+    "    multiple engines. The camera poses will be driven by a provided Meshcat\n",
+    "    instance. Each time the rendering is made, the camera pose is pulled from\n",
+    "    `meshcat`.\n",
+    "    \"\"\"\n",
+    "    def __init__(self, meshcat):\n",
+    "        self._meshcat = meshcat\n",
+    "        meshcat.Delete(\"/drake\")\n",
+    "        builder = DiagramBuilder()\n",
+    "        self._scene_graph = builder.AddSystem(SceneGraph())\n",
+    "        # Note: we'll be changing render engines a lot. So, rather than declare\n",
+    "        # them in SceneGraph's model, we'll simply wait and add them to the\n",
+    "        # context.\n",
+    "        self._source_id = self._scene_graph.RegisterSource(\"main\")\n",
+    "\n",
+    "        MeshcatVisualizer.AddToBuilder(builder, self._scene_graph,\n",
+    "                                       self._meshcat)\n",
+    "\n",
+    "        self._cam_controller = builder.AddSystem(\n",
+    "            CameraController(self._scene_graph, self._meshcat))\n",
+    "        builder.Connect(self._cam_controller.GetOutputPort(\"camera_pose\"),\n",
+    "                        self._scene_graph.get_source_pose_port(\n",
+    "                            self._cam_controller.source_id()))\n",
+    "\n",
+    "        builder.ExportOutput(self._scene_graph.get_query_output_port(),\n",
+    "                            \"query_object\")\n",
+    "\n",
+    "        self._diagram = builder.Build()\n",
+    "        self._context = self._diagram.CreateDefaultContext()\n",
+    "        # Make sure MeshVisualizer publishes content to meshcat.\n",
+    "        self._diagram.ForcedPublish(self._context)\n",
+    "\n",
+    "        self._sg_context = self._scene_graph.GetMyContextFromRoot(self._context)\n",
+    "\n",
+    "        self._cameras = []\n",
+    "\n",
+    "        # The contents of sphere.gltf -- we'll use it to create variations of a\n",
+    "        # PBR sphere.\n",
+    "        self._ball_count = 0\n",
+    "        self._gltf_supporting_files = {\"sphere.bin\", FindResourceOrThrow(\n",
+    "                \"drake/tutorials/resources/sphere.bin\")}\n",
+    "        gltf_path = FindResourceOrThrow(\n",
+    "                \"drake/tutorials/resources/sphere.gltf\")\n",
+    "        with open(gltf_path) as f:\n",
+    "            self._ball_contents = json.load(f)\n",
+    "\n",
+    "    @staticmethod\n",
+    "    def _make_camera(renderer_name):\n",
+    "        \"\"\"Makes a camera referencing the given `renderer_name`.\"\"\"\n",
+    "         # This matches the default Meshcat vertical field of view.\n",
+    "        fov_y = 75 / 180 * math.pi\n",
+    "        core = RenderCameraCore(\n",
+    "            renderer_name=renderer_name,\n",
+    "            intrinsics=CameraInfo(width=1024, height=768, fov_y=fov_y),\n",
+    "            clipping=ClippingRange(0.1, 100.0),\n",
+    "            X_BS=RigidTransform())\n",
+    "        return ColorRenderCamera(core=core)\n",
+    "\n",
+    "    def pose_camera_once(self,\n",
+    "                         camera_in_world,\n",
+    "                         target_in_world=np.array((0, 0, 0)),\n",
+    "                         up_in_world=np.array((0, 0, 1))):\n",
+    "        \"\"\"Computes a pose for the camera located at `camera_in_world` (p_WC),\n",
+    "        looking at `target_in_world` (p_WT) with the camera's up direction as\n",
+    "        close to `up_in_world` (up_W) as possible. Passes it to\n",
+    "        set_override_camera_pose(), so this pose will only be valid for the\n",
+    "        next invocation of render().\n",
+    "\n",
+    "        The camera looks in the v_CT_W direction. v_CT should not point in the\n",
+    "        same direction as up_W.\n",
+    "        \"\"\"\n",
+    "        p_WC = np.array(camera_in_world)\n",
+    "        p_WT = np.array(target_in_world)\n",
+    "        up_W = np.array(up_in_world)\n",
+    "\n",
+    "        def normalized(v):\n",
+    "            return v / np.linalg.norm(v)\n",
+    "\n",
+    "        Cz_W = normalized(p_WT - p_WC)\n",
+    "        # Note: -Cy points goes up in the image.\n",
+    "        Cx_W = normalized(np.cross(-up_W, Cz_W))\n",
+    "        Cy_W = normalized(np.cross(Cz_W, Cx_W))\n",
+    "\n",
+    "        X_WC = RigidTransform(RotationMatrix(\n",
+    "                                  R=np.column_stack((Cx_W, Cy_W, Cz_W))),\n",
+    "                              p_WC)\n",
+    "        self.set_override_camera_pose(X_WC)\n",
+    "\n",
+    "    def set_override_camera_pose(self, pose_in_world):\n",
+    "        self._cam_controller.set_camera_pose(pose_in_world)\n",
+    "\n",
+    "    def visualize(self):\n",
+    "        \"\"\"Make sure MeshVisualizer publishes content to meshcat. This should be\n",
+    "        called after adding geometry to the scene.\n",
+    "        \"\"\"\n",
+    "        self._diagram.ForcedPublish(self._context)\n",
+    "\n",
+    "    @staticmethod\n",
+    "    def _assign_materials(geometry, diffuse_rgba):\n",
+    "        def set_diffuse_maybe(props):\n",
+    "            if diffuse_rgba is not None:\n",
+    "                props.AddProperty(\"phong\", \"diffuse\", diffuse_rgba)\n",
+    "\n",
+    "        illustration = geometry.mutable_illustration_properties()\n",
+    "        if illustration is None:\n",
+    "            illustration = IllustrationProperties()\n",
+    "            set_diffuse_maybe(illustration)\n",
+    "            geometry.set_illustration_properties(illustration)\n",
+    "        else:\n",
+    "            illustration.UpdateProperty(\"phong\", \"diffuse\", diffuse_rgba)\n",
+    "\n",
+    "        perception = geometry.mutable_perception_properties()\n",
+    "        if perception is None:\n",
+    "            perception = PerceptionProperties()\n",
+    "            set_diffuse_maybe(perception)\n",
+    "            geometry.set_perception_properties(perception)\n",
+    "        else:\n",
+    "            perception.UpdateProperty(\"phong\", \"diffuse\", diffuse_rgba)\n",
+    "\n",
+    "    def add_ground(self):\n",
+    "        \"\"\"Adds a grey ground.\"\"\"\n",
+    "        ground = GeometryInstance(X_PG=RigidTransform([0, 0, -0.5]),\n",
+    "                                  shape=Box(20, 20, 1), name=\"ground\")\n",
+    "        self._add_geometry(ground, Rgba(0.4, 0.4, 0.4))\n",
+    "\n",
+    "    def _get_sphere_shape(self, pbr_material: dict):\n",
+    "        \"\"\"Returns a Mesh shape derived from sphere.gltf whose pbr materials is\n",
+    "        updated to reflect the material definition in `pbr_material`.\"\"\"\n",
+    "        gltf_json = copy.deepcopy(self._ball_contents)\n",
+    "        gltf_json[\"materials\"][0][\"pbrMetallicRoughness\"] = (\n",
+    "            gltf_json[\"materials\"][0][\"pbrMetallicRoughness\"] | pbr_material)\n",
+    "        mesh_file = MemoryFile(json.dumps(gltf_json), \".gltf\", \"sphere.gltf\")\n",
+    "        mesh_data = InMemoryMesh(mesh_file=mesh_file,\n",
+    "                                 supporting_files={\"sphere.bin\": FindResourceOrThrow(\n",
+    "                \"drake/tutorials/resources/sphere.bin\")})\n",
+    "        return Mesh(mesh_data=mesh_data)\n",
+    "\n",
+    "    def add_ball(self, pbr_material={}, position=[0, 0, 1]):\n",
+    "        \"\"\"Add a \"white\" ball so we can observe various lighting effects on it.\n",
+    "        If `pbr_material` is None, the ball is a Sphere primitive with Phong\n",
+    "        materials. Otherwise, the pbr_material is applied to the sphere.gltf\n",
+    "        file.\n",
+    "\n",
+    "        The ball (sphere with radius = 1) is placed at position, p_WB.\n",
+    "        \"\"\"\n",
+    "        shape = self._get_sphere_shape(pbr_material)\n",
+    "        ball = GeometryInstance(X_PG=RigidTransform(position),\n",
+    "                                shape=shape, name=f\"ball{self._ball_count}\")\n",
+    "        self._ball_count += 1\n",
+    "        # When reading the gltf, we don't want to assign a diffuse property.\n",
+    "        self._add_geometry(ball, None)\n",
+    "\n",
+    "    def _add_geometry(self, geometry, diffuse_color = Rgba(1,1,1)):\n",
+    "        self._assign_materials(geometry, diffuse_color)\n",
+    "        self._scene_graph.RegisterGeometry(\n",
+    "            context=self._sg_context,\n",
+    "            source_id=self._source_id,\n",
+    "            frame_id=self._scene_graph.world_frame_id(),\n",
+    "            geometry=geometry)\n",
+    "\n",
+    "    def set_render_engines(self, renderer_specs):\n",
+    "        \"\"\"Clears all render engines from the diagram, adding the engines\n",
+    "        implied by the `renderer_specs` (see RenderEngineSpecs below).\n",
+    "        \"\"\"\n",
+    "        for camera in self._cameras:\n",
+    "            self._scene_graph.RemoveRenderer(self._sg_context,\n",
+    "                                             camera.core().renderer_name())\n",
+    "        assert self._scene_graph.RendererCount(self._sg_context) == 0\n",
+    "        self._cameras.clear()\n",
+    "\n",
+    "        for renderer in renderer_specs:\n",
+    "            # We're only doing PBR, so force PBR to true.\n",
+    "            pbr_params = renderer.params | {\"force_to_pbr\": True}\n",
+    "            self._scene_graph.AddRenderer(\n",
+    "                context=self._sg_context, name=renderer.label,\n",
+    "                renderer=MakeRenderEngineVtk(\n",
+    "                    RenderEngineVtkParams(**pbr_params)))\n",
+    "            self._cameras.append(self._make_camera(renderer.label))\n",
+    "\n",
+    "    def render(self):\n",
+    "        \"\"\"Renders an image for each of the \"\"\"\n",
+    "        # Bumping the time dirties the dependency tree; CameraController will\n",
+    "        # query for a new camera pose.\n",
+    "        self._context.SetTime(self._context.get_time() + 1)\n",
+    "        query_object = self._diagram.GetOutputPort(\"query_object\").Eval(\n",
+    "            self._context)\n",
+    "\n",
+    "        MAX_COLS = 2\n",
+    "        if len(self._cameras) <= MAX_COLS:\n",
+    "           num_cols = len(self._cameras)\n",
+    "           num_rows = 1\n",
+    "        else:\n",
+    "           num_cols = MAX_COLS\n",
+    "           num_rows = int(np.ceil(len(self._cameras) / MAX_COLS))\n",
+    "        width = 7 * num_cols\n",
+    "        height = 5 * num_rows\n",
+    "        fig, ax = plt.subplots(num_rows, num_cols, figsize=(width, height),\n",
+    "                               squeeze=False)\n",
+    "        fig.set_facecolor('white')\n",
+    "        ax = ax.reshape(-1, )\n",
+    "        fig.subplots_adjust(hspace=0.1, left=0.05, right=0.95)\n",
+    "\n",
+    "        images = []\n",
+    "        for i, camera in enumerate(self._cameras):\n",
+    "            image = query_object.RenderColorImage(\n",
+    "                camera=camera, parent_frame=self._cam_controller.frame_id(),\n",
+    "                X_PC=RigidTransform())\n",
+    "            ax[i].imshow(image.data)\n",
+    "            ax[i].set_title(camera.core().renderer_name())\n",
+    "            ax[i].set_axis_off()\n",
+    "        for i in range(len(self._cameras), len(ax)):\n",
+    "            ax[i].set_axis_off()\n",
+    "        plt.pause(0.5)\n",
+    "\n",
+    "        # Clear any hard-coded camera pose.\n",
+    "        self.set_override_camera_pose(None)\n",
+    "\n",
+    "\n",
+    "class RenderEngineSpec:\n",
+    "    def __init__(self, label: str, params: dict):\n",
+    "        \"\"\"Specification for a render engine.\n",
+    "        `label` will be used as the renderer name and the image label.\n",
+    "        `params` is a dictionary that can be used as:\n",
+    "            `RenderEngineVtkParams(**spec).\n",
+    "        \"\"\"\n",
+    "        self.label = label\n",
+    "        self.params = params"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"first-rendering\"></a>\n",
+    "## The first rendering\n",
+    "\n",
+    "Let's test the infrastructure. We'll see if we can render a simple image.\n",
+    "\n",
+    "We'll also start a meshcat instance here. It is typical to do this once at the\n",
+    "beginning of the notebook, and use the same instance throughout.\n",
+    "\n",
+    "In order to be able to track the camera's position in the Meshcat session,\n",
+    "you must open the _modified_ url which will print out after executing the\n",
+    "next block."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "INFO:drake:Meshcat listening for connections at http://localhost:7000\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The URL to enable camera tracking: http://localhost:7000/?tracked_camera=on\n"
+     ]
+    }
+   ],
+   "source": [
+    "meshcat = StartMeshcat()\n",
+    "print(f\"The URL to enable camera tracking: {meshcat.web_url()}/?tracked_camera=on\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Once meshcat is up and connected, this block will check to make sure that\n",
+    "camera tracking is properly enabled. If it fails but you're sure that meshcat\n",
+    "is up and running on the correct URL, simply re-evaluate it again until it\n",
+    "reports success."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Camera tracking enabled!\n"
+     ]
+    }
+   ],
+   "source": [
+    "if meshcat.GetTrackedCameraPose() is None:\n",
+    "   raise RuntimeError(\n",
+    "      f\"Make sure you open the URL: {meshcat.web_url()}/?tracked_camera=on\")\n",
+    "print(\"Camera tracking enabled!\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Set up the render framework\n",
+    "\n",
+    "The block below is the first block which sets up the rendering. In this\n",
+    "first rendering, we'll instantiate the comparator, populate it with some\n",
+    "geometry, push the geometry to meshcat, configure a `RenderEngine`, and,\n",
+    "finally, pose the camera.\n",
+    "\n",
+    "For subsequent renderings, we may not do all of these (for example, several\n",
+    "renderings in a can use the same geometry)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "comparator.add_ball()\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "# Configure a single, default render engine.\n",
+    "default_params = {}\n",
+    "comparator.set_render_engines([RenderEngineSpec(\"First Rendering\", default_params)])\n",
+    "\n",
+    "# The *next* invocation of render will use *this* pose. Subsequent invocations\n",
+    "# will pull the pose from meshcat.\n",
+    "# Look at the ball and ground from above.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, 0, 5],\n",
+    "                            target_in_world=[0, 0, 0],\n",
+    "                            up_in_world=[0, 1, 0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Invoke rendering\n",
+    "\n",
+    "In the meshcat visualizer, you should now see a white sphere on a grey\n",
+    "plane (well, large, flat box). Evaluating the next block should _render_ an\n",
+    "image of the same scene and display that image below the code block.\n",
+    "\n",
+    "The first rendering is from the camera pose defined above. Subsequent\n",
+    "invocations of `render()` will pull the pose from meshcat visualizer.\n",
+    "\n",
+    "Try changing the view in your meshcat session and re-evaluating the next block.\n",
+    "Confirm that the render perspective changes with the visualizer's view. If not,\n",
+    "confirm the block above, testing the camera feedback, prints out \"Camera\n",
+    "tracking enabled!\"\n",
+    "\n",
+    "Practice manipulating the view. You'll probably be doing that a fair amount\n",
+    "during the course of this tutorial.\n",
+    "\n",
+    "**ATTENTION**: Expect the rendered image to deviate from what is shown in\n",
+    "the meshcat browser. Meshcat introduces an independent light set from those\n",
+    "defined in the `RenderEngine`. Meshcat also uses a PBR illumination model\n",
+    "so much of what is described for `RenderEngineVtk` will also apply there\n",
+    "although the exact details will differ."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### The default light\n",
+    "\n",
+    "If no lights are specified (see below), there is a default light: a single\n",
+    "light affixed to the camera. That is why the ball always looks the same,\n",
+    "regardless of how the camera moves. The light is always shining straight ahead\n",
+    "from the camera. However, the ground plane's level of illumination does\n",
+    "change based on the viewing angle."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"direct_lighting\"></a>\n",
+    "## Direct Lighting\n",
+    "\n",
+    "You can think of virtual lights as objects that emit light energy in rays. The\n",
+    "direction of the rays plays a significant role in how the objects in your scene\n",
+    "get illuminated (see below). Basically, the various light types vary in the\n",
+    "definition of those light rays.\n",
+    "\n",
+    "In this section, we'll focus on the *distribution* of light in the scene from\n",
+    "each light type. We won't focus too much on specific reflection effects (that\n",
+    "requires an understanding of [materials](#materials)).\n",
+    "\n",
+    "Drake supports three kinds of lights: point, spot, and directional.\n",
+    "\n",
+    "  - __Point light__: This is essentially an idealized light bulb. It has zero radius\n",
+    "    so all light rays emanate from a single point. The rays are emitted in all\n",
+    "    directions. Defining the light's `position` determines the emitted light\n",
+    "    rays' common origin and directions.\n",
+    "  - __Spot light__: This is a point light with an opaque, conical light shade on it.\n",
+    "    Like a point light, it emits all light from a single point. However, a\n",
+    "    directed cone limits the directions that rays are emitted. The cone has its\n",
+    "    apex at the light `position` and the cone is rotated so its central axis\n",
+    "    is aligned with the light's `direction` vector (such the cone's radius\n",
+    "    expands in `direction`). Finally, the `cone_angle` controls how narrow the\n",
+    "    spot light's beam is. The angle (in degrees) specifies the _half_ angle of\n",
+    "    the cone's span, or the angle between the cone's central axis and the\n",
+    "    boundary of the cone.\n",
+    "  - __Directional light__: This can be thought of a point light that is infinitely\n",
+    "    far away, or idealized sunlight; all emitted light rays are parallel. As\n",
+    "    such, the directional light has no meaningful value for `position`, but its\n",
+    "    `direction` value defines the direction of the emitted light rays.\n",
+    "\n",
+    "![](images/light_types.png)\n",
+    "**Figure:** The three kinds of explicit lights.\n",
+    "\n",
+    "### Computing diffuse illumination\n",
+    "\n",
+    "Light interacts with matter in various ways. While the physics is fascinating\n",
+    "and intricate, and rendering technology typically focuses on the _effects_ and\n",
+    "creates algorithms that approximate many of the observable effects. The names\n",
+    "you might see in this regard are such things as: \"diffuse\", \"specular\",\n",
+    "\"ambient\", \"reflection\", \"refraction\", \"diffraction\", etc., This tutorial won't\n",
+    "necessarily discuss all supported phenomenon. Instead, it will touch (and\n",
+    "possibly elaborate) on those lighting effects that are most relevant to exploring\n",
+    "the rendering configuration.\n",
+    "\n",
+    "#### Diffuse lighting\n",
+    "\n",
+    "When light strikes a surfaces, some portion of the light is reflected off of the\n",
+    "surface and some portion is refracted into the surface. The light that refracts\n",
+    "into the surface may bounce around several times before bouncing out again.\n",
+    "The bouncing is a random process. Even though a light ray may strike a surface\n",
+    "from a specific direction, the final refracted light can end up shining in an\n",
+    "arbitrary direction. Thus, from a viewer's perspective, the observed refracted\n",
+    "light doesn't depend on which direction the light ray came from, but simply\n",
+    "how much light struck the surface. Furthermore, the light color and intensity\n",
+    "can be changed by this process (as some frequencies of light get filtered out\n",
+    "and energy gets absorbed as part of the bouncing around).\n",
+    "\n",
+    "To fully account for this refracting phenomenon, we need to add up all of the\n",
+    "light that can strike that surface point from any direction (this is, in fact,\n",
+    "a hemisphere of directions; light rays coming from \"behind\" the surface point\n",
+    "do not illuminate it). As we sum up all of the light sources and account for\n",
+    "the energy loss and color shifts, we end up with the total refracted light\n",
+    "emitted from the point on the surface.\n",
+    "\n",
+    "This process \"diffuses\" the lighting shining onto the surface, blurring,\n",
+    "tinting, and dimming it from the viewer's perspective. (Note: we'll discuss\n",
+    "the reflected portion down below when we talk about \"specular\" reflections.)\n",
+    "\n",
+    "The question of \"how much light\" strikes the surface is affected by the\n",
+    "intensity of the light sources and the angle at which the light ray strikes\n",
+    "the surface. A light ray striking the surface perpendicularly will have the\n",
+    "most energy. As the angle becomes shallower, the amount of light striking the\n",
+    "surface will get smaller. This is computed based on the normal of the\n",
+    "illuminated surface and the direction of light rays produced by each light\n",
+    "type.\n",
+    "\n",
+    "For a scene with a flat plane, we can see the different diffuse lighting effects\n",
+    "that the three lights have. We'll render a flat plane with three different lights:\n",
+    "a point light 5 meters above the plane, and a spot light 5 meters above the\n",
+    "plane, shining straight down, and a directional light shining directly down on\n",
+    "the plane."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "So, let's look at the distribution of light from each light type."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Three render engines with three different lights. We express the position and\n",
+    "# direction of the lights in the *world* frame; the lights will *not* move with\n",
+    "# the camera.\n",
+    "\n",
+    "def make_config(custom_light_params):\n",
+    "    # We'll mix in custom light parameters with these default parameters. Not\n",
+    "    # all parameters will have effect on all light types.\n",
+    "    light = LightParameter(**({\"frame\": \"world\",\n",
+    "                               \"position\": [0, 0, 5],\n",
+    "                               \"cone_angle\": 50,\n",
+    "                               \"direction\": [0, 0, -1]\n",
+    "                              } | custom_light_params))\n",
+    "    return {\"lights\": [light]}\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Point Light\", make_config({\"type\": \"point\"})),\n",
+    "    RenderEngineSpec(\"Spot Light\", make_config({\"type\": \"spot\"})),\n",
+    "    RenderEngineSpec(\"Directional Light\", make_config({\"type\": \"directional\"})),\n",
+    "    ])\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -1, 10])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "scrolled": false,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Don't forget, repeated executions will\n",
+    "[render from your meshcat camera perspective](#meshcat-camera-control)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "There are some essential differences between the three images. Let's look at\n",
+    "those differences and see how light choice effects them.\n",
+    "\n",
+    "The most obvious difference is the spot light's limit. It doesn't illuminate\n",
+    "the full ground box. We see a circular pool of light. The light is circular\n",
+    "because the spot light's cone of light intersects the ground perpendicularly.\n",
+    "If the spot light were tilted, it the pool of light would be elliptical.\n",
+    "In `RenderEngineVtk`, the spot light's pool of light *always* has a hard edge.\n",
+    "\n",
+    "A more subtle difference is between the point light and directional light\n",
+    "images. In both images, the ball's appearance is essentially the same. However,\n",
+    "the ground box is different. With the point light, the ground direclty under\n",
+    "the ball is the most brighly illuminated. Away from the ball, the ground\n",
+    "is much darker. In contrast, the ground box is the same color everywhere\n",
+    "with the directional light. It's also worth pointing out that _within_ the\n",
+    "pool of light, the spot light's pattern of illumination matches the point\n",
+    "light. Where does this difference come from?\n",
+    "\n",
+    "In order for a surface to be visible (to eye or camera), light must strike\n",
+    "the surface. The more light that strikes it, the brighter the surface appears.\n",
+    "Three light properties determine the amount of light striking the surface:\n",
+    "direction, intensity and attenuation.\n",
+    "\n",
+    "#### Direction\n",
+    "\n",
+    "For a beam of light with a fixed energy level, the portion of that\n",
+    "energy that actually reflects off a surface depends on the angle at which\n",
+    "the beam strikes the surface. If the light strikes the surface perpendicular\n",
+    "to the surface, the energy (per unit area) is maximized. As the beam's\n",
+    "approach direction diverges from perpendicular, less energy per unit area\n",
+    "strikes the surface, so there's less to reflect. The surface will appear\n",
+    "dimmer. As the light direction becomes parallel to the surface, the surface\n",
+    "will not be illuminated at all. Obviously, any light beam coming from _behind_\n",
+    "an opaque surface will not illuminate it all.\n",
+    "\n",
+    "So, how does that apply to the images above?\n",
+    "\n",
+    "[TODO: illustration]\n",
+    "\n",
+    "The point light and directional light (and spot light, of course) have the\n",
+    "same intensity. The point light is placed above the ball so that light\n",
+    "striking the top of the ball strikes the ball perpendicularly. Similarly,\n",
+    "the directional light is aimed straight down. That is why the ball in both\n",
+    "images appears more or less identical.\n",
+    "\n",
+    "However, as we consider the ground far away from the ball, the relationship\n",
+    "between surface orientation and light direction differs. By definition,\n",
+    "the rays from the directional light are the same throughout the whole scene.\n",
+    "That's why the ground has constant illumination across its visible surface.\n",
+    "However, the direction from surface to point light changes as we move away\n",
+    "from the center; less light is striking those areas because of the shallower\n",
+    "angle.\n",
+    "\n",
+    "Try changing the direction of the directional light or the position of the\n",
+    "point light in the previous rendering to see how illumination levels change."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Intensity\n",
+    "\n",
+    "Intensity is simple to understand. It is simply how much energy is in the\n",
+    "electromagnetic radiation. In\n",
+    "[`LightParameter`](https://drake.mit.edu/doxygen_cxx/structdrake_1_1geometry_1_1render_1_1_light_parameter.html),\n",
+    "the `intensity` controls this energy level (see below). As the light intensity\n",
+    "increases, the amount of energy reaching the camera can exceed the camera's\n",
+    "ability to display. Details are lost as the pixels saturate to white.\n",
+    "Too little intensity, and the image becomes an indistinguishable black blob."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def make_config(intensity):\n",
+    "    light = LightParameter(**{\"frame\": \"world\",\n",
+    "                              \"intensity\": intensity,\n",
+    "                              \"type\": \"point\",\n",
+    "                              \"position\": [0, 0, 4],\n",
+    "                             })\n",
+    "    return {\"lights\": [light]}\n",
+    "\n",
+    "engines = [RenderEngineSpec(f\"Intensity = {i}\", make_config(i)) for i in [0.25, 1.0, 15.0]]\n",
+    "comparator.set_render_engines(engines)\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -1, 10])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Attenuation\n",
+    "\n",
+    "In the real world, light intensity decreases as the distance to the light\n",
+    "increases. This attenuation of the light follows the inverse-squared law --\n",
+    "if distance doubles, intensity falls to a quarter. The lights above have\n",
+    "_no_ attenuation. The distance to the light has no bearing on reflected\n",
+    "intensity. For truly realistic scene lighting, we should change the lights\n",
+    "to have quadratic attenuation.\n",
+    "\n",
+    "[`LightParameter`](https://drake.mit.edu/doxygen_cxx/structdrake_1_1geometry_1_1render_1_1_light_parameter.html)\n",
+    "also includes attenuation parameters. It is a tuple of coefficients: (c, l, q).\n",
+    "A light's intensity gets attenuated based on the distance, `d`, between\n",
+    "light source and illuminated point. The scale factor is:\n",
+    "\n",
+    "    total_attenuation = 1 / (c + l * d + q * d²)\n",
+    "    \n",
+    "The inverse-squared law is satisified by c = 0, l = 0, q = 1. In practice,\n",
+    "it sometimes becomes convenient to introduce have the intensity decay\n",
+    "more slowly by reintroducing constant or linear factors. The three\n",
+    "coefficients should total one.\n",
+    "\n",
+    "**Note**: attenuation does not apply to directional lights as there is\n",
+    "no concept of \"distance\" with those lights."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def make_config(attenuation):\n",
+    "    light = LightParameter(**{\"frame\": \"world\",\n",
+    "                              \"intensity\": 2,\n",
+    "                              \"type\": \"point\",\n",
+    "                              \"position\": [0, 0, 4],\n",
+    "                              \"attenuation_values\": attenuation,\n",
+    "                             })\n",
+    "    return {\"lights\": [light]}\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Constant\", make_config(attenuation=[1, 0, 0])),\n",
+    "    RenderEngineSpec(\"Linear\", make_config(attenuation=[0, 1, 0])),\n",
+    "    RenderEngineSpec(\"Quadratic\", make_config(attenuation=[0, 0, 1])),\n",
+    "    ])\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -1, 10])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Combining lights\n",
+    "\n",
+    "A scene can include multiple lights. Sometimes, it is necessary to use multiple\n",
+    "lights to create the final effect of real-world lighting. For `RenderEngineVtk`\n",
+    "you can declare as many lights as you like, although more lights mean greater\n",
+    "computational cost."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Add several arbitrary light; each with an arbitrarily different color do better\n",
+    "# distinguish the lights.\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\n",
+    "        \"Multiple Lights\",\n",
+    "        {\"lights\": [LightParameter(type=\"point\",\n",
+    "                                   frame=\"world\",\n",
+    "                                   color=Rgba(1, 0, 0),\n",
+    "                                   position=[-2,-2, 1]),\n",
+    "                    LightParameter(type=\"point\",\n",
+    "                                   frame=\"world\",\n",
+    "                                   color=Rgba(0, 1, 0),\n",
+    "                                   position=[-2, 2, 1]),\n",
+    "                    LightParameter(type=\"point\",\n",
+    "                                   frame=\"world\",\n",
+    "                                   color=Rgba(0, 0, 1),\n",
+    "                                   position=[2, 2, 1]),\n",
+    "                    LightParameter(type=\"point\",\n",
+    "                                   frame=\"world\",\n",
+    "                                   position=[2, -2, 1]),\n",
+    "                    LightParameter(type=\"spot\",\n",
+    "                                   frame=\"world\",\n",
+    "                                   color=Rgba(0, 0.8, 0.8),\n",
+    "                                   # Note: the direction vector doesn't have to\n",
+    "                                   # be unit length.\n",
+    "                                   direction=np.array((-1, 0, -1)),\n",
+    "                                   position=[3, 0, 3],\n",
+    "                                   cone_angle=35)\n",
+    "                                   ]}),\n",
+    "    ])\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -1, 6])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "scrolled": true,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"shadows\"></a>\n",
+    "## Shadows\n",
+    "\n",
+    "None of the previous renderings had any shadows. Everything was illuminated as\n",
+    "if there were nothing between the surface and the light. In the real world,\n",
+    "light can be _occluded_. Physical objects block the light, casting shadows onto\n",
+    "surfaces that would otherwise have been lit. In rendering, we don't get\n",
+    "occlusion for free. We create shadows through a variety of approximations. The\n",
+    "spot light's light cone is our first example. In the real world, a spot light's\n",
+    "cone is defined by a physical shade that blocks emitted light. The virtual spot\n",
+    "light is simply modeled as a cone of light directly. However, this simplified\n",
+    "cone model, while sufficient for creating a _pool_ of light, is insufficient for\n",
+    "shadows.\n",
+    "\n",
+    "There are multiple techniques to detect occlusion. `RenderEngineVtk` uses a\n",
+    "technique called \"shadow maps\". Shadow maps are an encoding of surfaces that are\n",
+    "visible *to the light source*. Any surface that is visible gets illuminated.\n",
+    "Surfaces that are not visible are in shadow. A shadow map is a texture map\n",
+    "(hence the name), where every pixel contains a value storing the distance of\n",
+    "the closest surface in the direction of the pixel. These distance measurements\n",
+    "are reconciled at rendering time to determine if a surface is in shadow or not.\n",
+    "\n",
+    "Let's explore these phenomena. But first, let's make sure shadows work."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# One renderer casts shadows, one doesn't. Otherwise identical.\n",
+    "\n",
+    "def make_config(custom_config):\n",
+    "    config = {\"lights\": [LightParameter(type=\"spot\",\n",
+    "                                        frame=\"world\",\n",
+    "                                        position=[0, 0, 5],\n",
+    "                                        cone_angle=50,\n",
+    "                                        direction=[0, 0, -1])]}\n",
+    "    return config | custom_config\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"With Shadows\", make_config({\"cast_shadows\": True})),\n",
+    "    RenderEngineSpec(\"No Shadows\", make_config({\"cast_shadows\": False}))])\n",
+    "\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -3, 3])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x360 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "You should clearly see that the ball casts a shadow on the ground plane in the\n",
+    "image on the left. The image on the right is a repeat from before, but has\n",
+    "*explicitly* disabled shadow casting. If you see the shadow, you can proceed\n",
+    "with the next steps to see how the various settings control the shadow\n",
+    "appearance.\n",
+    "\n",
+    "(Keen observers will no doubt notice the pixely edge of the shadow. That topic\n",
+    "is explored below in the \"Shadow resolution\" section.)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### What lights can cast shadows?\n",
+    "\n",
+    "Spot lights and directional lights can cast shadows. Point lights cannot.\n",
+    "\n",
+    "The following renderings will enable shadows and each uses a unique light type.\n",
+    "Notice that we've changed the light position (brining the spot and point\n",
+    "lights closer to the ball)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Each renderer is configured to cast shadows. We've r\n",
+    "\n",
+    "# The properties common to all declared lights (some values may\n",
+    "# be ignored -- e.g., cone_angle for point lights).\n",
+    "def make_config(custom_light_params):\n",
+    "   light = LightParameter(**({\"frame\": \"world\",\n",
+    "                              \"position\": [0, 0, 3],\n",
+    "                              \"direction\": [0, 0, -1],\n",
+    "                              \"cone_angle\": 50} |\n",
+    "                             custom_light_params))\n",
+    "   return {\"lights\": [light], \"cast_shadows\": True}\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Point Light\", make_config({\"type\": \"point\"})),\n",
+    "    RenderEngineSpec(\"Spot Light\", make_config({\"type\": \"spot\"})),\n",
+    "    RenderEngineSpec(\"Directional Light\", make_config({\"type\": \"directional\"})),\n",
+    "    ])\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -2.5, 3.5])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As promised, the point light casts no shadow on the ground plane. Declaring\n",
+    "`cast_shadows = True` is not an error for point lights; the value simply has no\n",
+    "effect. Conversely, the spot and directional lights both cast shadows, there are\n",
+    "some obvious differences between the shadows.\n",
+    "\n",
+    "- The shadow cast from the directional light is smaller than that of the spot\n",
+    "  light Not only that, it even appears smaller than the ball.\n",
+    "   - The directional shadow *is* definitely smaller than the point light shadow.\n",
+    "     Because the spot light's light rays diverge, the shadow will be larger than\n",
+    "     the object casting it. This is illustrated in the figure below in the\n",
+    "     shadow map resolution section.\n",
+    "   - However, the directional shadow is *not* smaller than the ball itself. This\n",
+    "     is an optical illusion due to perspective. The ball's shadow is, in fact,\n",
+    "     the same size as the ball itself. But the shadow is farther from the camera\n",
+    "     than the ball itself. And in perspective, the closer something is, the\n",
+    "     larger it appears. Try moving the camera and re-rendering.\n",
+    "     When the camera is close to the ground, it is clear that the shadow has\n",
+    "     the same radius as the ball.\n",
+    "- The spot light's shadow has a much smoother edge than the directional light.\n",
+    "  The directional light's shadow has a clearly pixelated edge. This is due to\n",
+    "  shadow map resolution (see below).\n",
+    "\n",
+    "As a side note, the lighting levels on the ball from the directional light\n",
+    "is now quite different from that of the point and spot lights. We moved the\n",
+    "point and spot lights *closer* to the ball. So, the surface normal direction\n",
+    "and direction to light deviates more quickly along the surface of the ball,\n",
+    "changing the effect of the lighting. If we were to move the spot and point\n",
+    "lights *farther* from the sphere, the effect would quickly become\n",
+    "indistinguishable from the directional light."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Spot light limitations\n",
+    "\n",
+    "While spot lights can cast shadows, their ability is limited by the\n",
+    "cone half-angle (the `cone_angle` parameter). It can cast shadows with a \n",
+    "`cone_angle` value *up to* 90 degrees. The following renderings show\n",
+    "how a too-large `cone_angle` eliminates shadows."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Place a single spot light above the ball and vary the cone angles.\n",
+    "\n",
+    "def make_config(custom_light_params):\n",
+    "    light = LightParameter(**{\"type\": \"spot\",\n",
+    "                              \"frame\": \"world\",\n",
+    "                              \"position\": [0, 0, 6],\n",
+    "                              \"direction\": [0, 0, -1]}\n",
+    "                             | custom_light_params)\n",
+    "    return {\"lights\": [light], \"cast_shadows\": True}\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"50-degree Spot Light\", make_config({\"cone_angle\": 50})),\n",
+    "    RenderEngineSpec(\"85-degree Spot Light\", make_config({\"cone_angle\": 85})),\n",
+    "    RenderEngineSpec(\"90-degree Spot Light\", make_config({\"cone_angle\": 90})),\n",
+    "    ])\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -2.5, 3.5])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "scrolled": false,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We get a ball shadow for the 50- and 85-degree spot lights. The 90-degree spot\n",
+    "light casts no shadow.\n",
+    "\n",
+    "The reason for this is related to `RenderEngineVtk`'s implementation. It is the\n",
+    "same reason that point lights cast no shadows. The entire space visible to the\n",
+    "light is mapped to a single 2D image via a simple projection. If every possible\n",
+    "shadow a light can cast projects onto a single plane, then that light can\n",
+    "cast shadows. This is true for a spot light with `cone_angle < 90 degrees`. The\n",
+    "plane whose surface normal is parallel with the light's directional vector can\n",
+    "catch all of the shadows. But once the `cone_angle` value reaches 90-degrees,\n",
+    "there are emitted light rays that are *parallel* to that plane. They will\n",
+    "never intersect with the plane and therefore can't cast shadows onto it. In\n",
+    "`RenderEngineVtk`, shadows are simply disabled for such spot lights.\n",
+    "\n",
+    "The second thing to note about the images is that the _quality_ of the shadows.\n",
+    "The shadows from the 50-degree spot light and the 85-degree spot light are\n",
+    "obviously different. The shadow from the 85-degree spot light has been reduced\n",
+    "to a single, slightly blurry rectangle. This is a good time to get into shadow\n",
+    "map resolution."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Shadow map resolution\n",
+    "\n",
+    "The shadow map is a rendering of the scene from the camera's perspective. Each\n",
+    "pixel stores the distance from camera to nearest surface. This makes it closely\n",
+    "resemble a depth map. The following illustration shows a simple scene with a\n",
+    "sphere and box being illuminated by a spot light.\n",
+    "\n",
+    "![](images/shadow_map_resolution.png)\n",
+    "**Figure:** Shadow map resolution: the resolution of the shadow map will\n",
+    "determine how much detail is present in the shadow. Too little resolution,\n",
+    "and the blocky shadow map pixels become apparent in the final rendering.\n",
+    "\n",
+    "Below the scene are visualizations of possible shadow maps, each with different\n",
+    "resolution. The \"Full depth map\" represents the idealized shadow map. In this\n",
+    "case, we've colored \"far\" values as black and \"near\" values as white. Note that\n",
+    "although the sphere is smaller than the box, because it is closer to the spot\n",
+    "light, it has a larger footprint in the shadow map. This idealized map doesn't\n",
+    "have pixels, *per se*.\n",
+    "\n",
+    "The next row down shows a coarse approximation of the idealized map. In this\n",
+    "case, the domain of the shadow map has been reduced to six pixels. The coarse\n",
+    "sampling leads to significant aliasing issues. The extents of the sphere and\n",
+    "box in the shadow map have changed significantly. It is easy to imagine that\n",
+    "for a 3D scene, the shadow of the sphere will be turned into a single square\n",
+    "pixel, just as we observed above from the 85-degree spotlight.\n",
+    "\n",
+    "The final row doubles the resolution over the previous row. There are still\n",
+    "sampling artifacts, but the approximation of the actual shadow boundaries has\n",
+    "definitely improved.\n",
+    "\n",
+    "Let's look at the `RenderEngineVtkParams::shadow_map_size` parameter and see\n",
+    "its impact on the shadows."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Compare different levels of shadow resolution.\n",
+    "\n",
+    "def make_config(custom_config):\n",
+    "    light = LightParameter(type=\"spot\", frame=\"world\",\n",
+    "                           position=[0, 0, 4], cone_angle=70,\n",
+    "                           direction=[0, 0, -1])\n",
+    "    return {\"lights\": [light], \"cast_shadows\": True} | custom_config\n",
+    "\n",
+    "engine_params = [\n",
+    "    RenderEngineSpec(\"128 pixel map - spot\", make_config({\"shadow_map_size\": 128})),\n",
+    "    RenderEngineSpec(\"256 pixel map - spot\", make_config({\"shadow_map_size\": 256})),\n",
+    "    RenderEngineSpec(\"512 pixel map - spot\", make_config({\"shadow_map_size\": 512})),\n",
+    "    RenderEngineSpec(\"1024 pixel map - spot\", make_config({\"shadow_map_size\": 1024})),                     \n",
+    "]\n",
+    "\n",
+    "comparator.set_render_engines(engine_params)\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -2.5, 3.5])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "For a fixed light, we can easily change the shadow map resolution to improve the\n",
+    "visual fidelity of the shadow edges. But this is a setting that needs to be used\n",
+    "judiciously. It would be \"safe\" to simply set all shadow maps to some large\n",
+    "(power-of-two) value to make sure that shadows all look clean. However, this\n",
+    "comes at a cost. Each shadow map must be re-rendered with each frame. The speed\n",
+    "of this depends on the rendering capability of your computer. It might be\n",
+    "reasonable to *try* setting shadow map resolution high straight across the board\n",
+    "and see if the performance is appreciably harmed. But, generally, the best\n",
+    "strategy is to use the lowest resolution map that provides a visually acceptable\n",
+    "shadow."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Shadow map registration\n",
+    "\n",
+    "It is one thing to define the resolution of the image that stores the shadow\n",
+    "map. But what is the relationship of that image and the rendered world? In\n",
+    "other words, how big are those pixels? The bigger the pixels, the more likely\n",
+    "you are to notice the resolution.\n",
+    "\n",
+    "The shadow map has to be \"registered\" to the world in some way -- defining which\n",
+    "portion of the world is accounted for by the shadow map. The image is\n",
+    "finite, the world is, in principle, infinite. So, only some *portion* of the\n",
+    "world can be included in the domain of the shadow map. There are no parameters\n",
+    "for controlling this domain of shadow coverage. So, how is it defined?\n",
+    "\n",
+    "Both shadow-casting lights have their domains automatically and dynamically\n",
+    "computed on every rendering. At their core, each light determines the extent\n",
+    "of those objects that *can* be illuminated by the light, and registers the\n",
+    "shadow map to cover that full domain.\n",
+    "\n",
+    "This domain is updated on a render-by-render basis to prevent objects moving in\n",
+    "and out of regimes in which shadows can be cast. However, it means if the extent\n",
+    "of the scene changes significantly from render to render, the shadows may\n",
+    "qualitatively change as well (e.g., previously smooth shadows become blocky).\n",
+    "\n",
+    "Each shadow-casting light uses its own proprietary logic for determining the\n",
+    "illuminated domain.\n",
+    "\n",
+    "[TODO: Illustration}\n",
+    "\n",
+    "##### Spot light\n",
+    "\n",
+    "The spot light's illuminated domain is straightforward. The cone itself defines\n",
+    "the extent of what can be illuminated. As shown in the figure above, the shadow\n",
+    "map simply spans a bounding square of the cone's circular cross-section. It\n",
+    "does mean the corners of the shadow map are wasted (as objects that project\n",
+    "into the shadow map, but outside of the circle don't get illuminated anyways).\n",
+    "\n",
+    "##### Directional light\n",
+    "\n",
+    "Directional lights don't have finite extent. They can, in principle, cast light\n",
+    "anywhere in the world. In this case, the extent of the illuminated domain is\n",
+    "defined by the extent of the geometry that *can* be illuminated. Essentially, we\n",
+    "create a bounding *cube* around all of the geometry aligned to the directional\n",
+    "light. The size of the cube face is the size of the shadow map in the world.\n",
+    "\n",
+    "This means the greater the reach of your geometry, the more shadow map resolution\n",
+    "you need for a directional light. This can come up easily when a ground plane\n",
+    "is added to the scene. Ultimately, the directional light's shadow map will be\n",
+    "stretched to cover the ground plane, even if the objects of interest span a\n",
+    "much smaller domain. To get good shadows on the objects of interest, large\n",
+    "shadow maps must be used.\n",
+    "\n",
+    "It is quite common to create a scene, enable the shadows on a *directional*\n",
+    "light and see no shadows cast by or onto your target objects. It may simply be\n",
+    "that the shadow map has been stretched so large, that a shadow map pixel is\n",
+    "larger than your target objects; they simply don't render into the shadow map.\n",
+    "\n",
+    "Let's see what that looks like."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# Compare different levels of shadow resolution.\n",
+    "\n",
+    "def make_config(custom_config):\n",
+    "    light = LightParameter(type=\"directional\", frame=\"world\",\n",
+    "                           position=[0, 0, 4], cone_angle=70,\n",
+    "                           direction=[0, 0, -1])\n",
+    "    return {\"lights\": [light], \"cast_shadows\": True} | custom_config\n",
+    "\n",
+    "engine_params = [\n",
+    "    RenderEngineSpec(\"64 pixel map - directional\", make_config({\"shadow_map_size\": 64})),\n",
+    "    RenderEngineSpec(\"256 pixel map - directional\", make_config({\"shadow_map_size\": 256})),\n",
+    "    RenderEngineSpec(\"1024 pixel map - directional\", make_config({\"shadow_map_size\": 1024})),                     \n",
+    "]\n",
+    "\n",
+    "comparator.set_render_engines(engine_params)\n",
+    "\n",
+    "# Pick a view above the ground, but not straight down.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -1.5, 2.5])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Given that the light is emitting parallel light rays perpendicularly into the\n",
+    "ground, we would expect the ball's shadow to be the same size as the ball itself.\n",
+    "It is. Given the focal length of our render camera, we're getting strong\n",
+    "perspective effects -- things farther from the camera are scaled smaller than\n",
+    "things closer. When the ball is closer to the camera than its shadow, it will\n",
+    "appear larger. When the shadow is closer to the camera than the ball, the\n",
+    "shadow will appear bigger. THe important thing to note is that these shadows are\n",
+    "both expected and correct."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"pbr_materials\"></a>\n",
+    "### PBR Materials\n",
+    "\n",
+    "The previous section was all about controlling a source of light (not\n",
+    "the _only_ source of light, more on that [later](#environment_maps)).\n",
+    "However, emitting light is only the start. We're interested in how it\n",
+    "_reflects_ off of surfaces to the camera. To understand that, we need\n",
+    "to talk about how materials are modeled in the PBR model. If you have\n",
+    "the wrong model in your mind, you might be surprised why changing\n",
+    "light properties doesn't have the effect you expect.\n",
+    "\n",
+    "Again, this discussion is going bias heavily towards intuition and\n",
+    "principle. Visit one of the links in the introduction to get into the\n",
+    "fine details of the material definitions.\n",
+    "\n",
+    "#### Microfacts and reflections\n",
+    "\n",
+    "We see **specular** reflections every day. These are the mirror-like\n",
+    "reflections such that images of the environment are visible on the\n",
+    "surface. Even some of the most non-mirror-like surfaces exhibit some\n",
+    "degree of specular reflection -- dull concrete surfaces will still show\n",
+    "highlights when you look at it from the right angle. Take a look at <a href=\"http://filmicworlds.com/blog/everything-is-shiny/\">\n",
+    "this site</a> to see how even the \"dullest\" objects have specular\n",
+    "reflections.)\n",
+    "\n",
+    "The physics of these reflections is conceptually simple. Light strikes a\n",
+    "point on a surface (with an associated surface normal). The incoming\n",
+    "light ray is reflected across the normal. If your eye is on the path of\n",
+    "the outgoing ray, you see the reflected light. Another way of saying the\n",
+    "same thing is to imagine the \"half-angle vector\" between the incoming\n",
+    "light direction and the outgoing view direction. If that vector is\n",
+    "aligned with the surface normal, you see a reflection.\n",
+    "\n",
+    "![simple reflections](images/simple_reflection.png)\n",
+    "**Figure:** The light ray strikes the surface with normal _n_ from\n",
+    "direction _l_. The three views _v₀_, _v₁_, and _v₂_ form half-angle\n",
+    "vectors _h₀_, _h₁_, and _h₂_, respectively. Only _h₁_ aligns with\n",
+    "_n_, so only view _v₀_ receives the specular reflection from the\n",
+    "light source.\n",
+    "\n",
+    "In the real world, surface reflectivity can vary widely some crisp\n",
+    "and clear, and others so subtle that you have to look carefully to\n",
+    "notice it. These differences come down to the structure of the object\n",
+    "surface at a microscopic level.\n",
+    "\n",
+    "No surface is perfectly smooth. At the microscopic level, irregularties\n",
+    "in the material produce many different normals within a small region.\n",
+    "As light strikes that region, light will get distributed in many\n",
+    "directions simultaneously, based on the distribution of face normal\n",
+    "directions. Shiny surfaces are more regular in structure. The majority\n",
+    "of microfacets face the same way. Dull surfaces have more chaotic\n",
+    "structure. The more coherency in microfacet direction there exists,\n",
+    "the shinier the surface and the more distinct the reflection.\n",
+    "\n",
+    "The effect of this is twofold. First, perceived specular\n",
+    "reflections from a highly irregular surface are both dimmer and\n",
+    "blurrier. Dimmer, because the light from a single direction gets\n",
+    "scattered in multiple directions simultaneously; only a small portion\n",
+    "of the incoming light energy from a single direction gets\n",
+    "reflected in the viewer's direction. Blurrier, because the light that\n",
+    "*does* get reflected in the viewer's direction can come from a\n",
+    "larger span of angles.\n",
+    "\n",
+    "PBR takes a statistical approach to accounting for these microfacets.\n",
+    "A single rendered pixel may encompass millions of microfacets.\n",
+    "So, in PBR, we describe a surface's \"roughness\". At any given point\n",
+    "on the surface, there is an attendant roughness value. From this\n",
+    "roughness value, we can determine what portion of the microfacets\n",
+    "are aligned with the half-angle vector, _h_. Let's see what that looks\n",
+    "like."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "\n",
+    "# Increasing roughness, from left to right.\n",
+    "test_roughness = [0.05, 0.2, 0.4, 0.6, 0.8, 1.0]\n",
+    "dx = 2.2\n",
+    "start_x = -(len(test_roughness) - 1) * dx / 2\n",
+    "for i, roughness in enumerate(test_roughness):\n",
+    "    comparator.add_ball(pbr_material={\"roughnessFactor\": roughness},\n",
+    "                        position=[start_x + i * dx, 0, 1])\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Varying roughness\", {}),\n",
+    "])\n",
+    "\n",
+    "# Center on the ball, with it largely filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -5.5, 5.5],\n",
+    "                            target_in_world=[0, 0, 1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {
+    "scrolled": true,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As roughness increases, the specular reflection of the light grows\n",
+    "larger (i.e. blurrier) and dimmer. This is consistent with PBR's\n",
+    "goal to conserve energy.\n",
+    "\n",
+    "##### Clarifications on specular reflections\n",
+    "\n",
+    "1. The light sources described above are all, in some sense,\n",
+    "point lights. As the surface gets smoother (roughness going to zero),\n",
+    "the reflection becomes a more exact reflection. Mathematically, when\n",
+    "roughness is zero, the specular reflection of light sources are\n",
+    "mathematical points. These points would *not* appear in the rendering;\n",
+    "the measure of the point is infinitely small. This is correct, with\n",
+    "respect to the PBR model, but counterintuitive when modeling the\n",
+    "physical world. When computing the specular reflection from direct\n",
+    "light sources, Drake uses a minimum roughness value that is greater\n",
+    "than zero. So, do not expect to see differences in how the direct\n",
+    "lights reflect off of surfaces if both surface have roughness values\n",
+    "very close to zero. (Although, the [other light sources](#environment_maps)\n",
+    "will be affected by those small differences).\n",
+    "2. Generally, we will *not* see reflections of other geometries in\n",
+    "a highly reflective material. Getting mirrored surfaces that reflect\n",
+    "other geometry requires a different kind of technique -- one that\n",
+    "`RenderEngineVtk` does not support yet. So, the only specular\n",
+    "reflections we will see are those from scene artifacts that are\n",
+    "considered to be light sources, e.g., the [explicit lights](#direct_lighting)\n",
+    "described above and the [environment maps](#environment_maps) described\n",
+    "below.\n",
+    "3. Specular reflections always depend on three things: the direction the\n",
+    "light ray comes from when striking the surface, the orientation of the\n",
+    "surface (its normal direction), _and_ the direction from the surface to\n",
+    "the camera.\n",
+    "4. When like strikes a surface at a \"grazing\" angle, the surface exhbits\n",
+    "greater reflectivity (called\n",
+    "[Fresnel reflections](https://en.wikipedia.org/wiki/Fresnel_equations))."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Diffuse illumination and \"metallness\"\n",
+    "\n",
+    "Specular reflections come from the light that bounces off a surface.\n",
+    "However, not all light reflects off. Some light refracts into\n",
+    "the surface. Depending on the material, some of the light\n",
+    "bounces around inside a bit, getting filtered by the material,\n",
+    "and bounces out again. This is what makes the surface visible\n",
+    "away from areas of perfect specular reflections.\n",
+    "\n",
+    "In contrast to specular reflections, the diffuse illumination\n",
+    "does _not_ depend on the direction from surface to viewer. Diffuse\n",
+    "illumination only depends on the available light sources and the\n",
+    "surface's normal.\n",
+    "\n",
+    "PBR models two kinds of materials: metallic and dielectric.\n",
+    "Metallic materials are, as the name implies, made of metal.\n",
+    "Dielectric materials are, more or less, all other non-metallic\n",
+    "materials (e.g., plastic, concrete, wood, glass, etc.).\n",
+    "\n",
+    "These two materials behave very differently with respect to\n",
+    "the light.\n",
+    "\n",
+    "  - **metallic**\n",
+    "    - Metallic materials absorb _all_ refracted light. That means\n",
+    "      that they don't exhibit _any_ diffuse reflection. Away from\n",
+    "      specular reflections, they are essentially not illuminated.\n",
+    "    - Specular reflections get heavily tinted by the metal's\n",
+    "      intrinsic color (its \"albedo\"). If you look at gold, copper,\n",
+    "      etc., you'll see the reflections in those materials have\n",
+    "      been tinted to the metal's underlying color.\n",
+    "  - **dielectric**\n",
+    "    - Dielectric materials exhibit diffuse reflection. Light does\n",
+    "      escape from the surface away from the specular reflections.\n",
+    "    - Specular reflections tend to be dimmer than with metallic\n",
+    "      materials (the ratio of how much light gets reflected vs.\n",
+    "      refracted is much lower). Furthermore, the reflections are\n",
+    "      not tinted by the material's albedo.\n",
+    "      \n",
+    "Although, both metallic and dielectric surfaces can display Fresnel\n",
+    "reflections, the effect is typically more noticable on dielectric\n",
+    "materials, because their _base_ reflectivity is generally much lower\n",
+    "than of metals.\n",
+    "\n",
+    "In PBR, these two properties are modeled using a \"metallic\" property\n",
+    "(\"metallicFactor\" in glTF files). In principle, this should be a\n",
+    "binary value; a surface is *either* metallic *or* dielectric.\n",
+    "However, due to interpolation in texture look up, the model handles\n",
+    "all values between zero and one, even if it's not physically\n",
+    "meaningful to say a material is halfway between being metallic and\n",
+    "dielectric.\n",
+    "\n",
+    "Let's look at these material differences in play."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "\n",
+    "# Two gold-ish smooth-ish spheres; one metallic and one dielectric.\n",
+    "gold_rgba = [1, .71, .29, 1.0]\n",
+    "roughness = 0.2\n",
+    "comparator.add_ball(pbr_material={\"baseColorFactor\": gold_rgba,\n",
+    "                                  \"roughnessFactor\": roughness,\n",
+    "                                  \"metallicFactor\": 1.0},\n",
+    "                    position=[-1.1, 0, 1])\n",
+    "comparator.add_ball(pbr_material={\"baseColorFactor\": gold_rgba,\n",
+    "                                  \"roughnessFactor\": roughness,\n",
+    "                                  \"metallicFactor\": 0.0},\n",
+    "                    position=[1.1, 0, 1])\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Metallic vs Dielectric\", {}),\n",
+    "])\n",
+    "\n",
+    "# Center on the ball, with it largely filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -2.25, 2.25],\n",
+    "                            target_in_world=[0, 0, 1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The two spheres are strikingly different. They both have the\n",
+    "same albedo (underyling color) and roughness values. All of\n",
+    "the differences are attributable to the difference between\n",
+    "metallic and dielectric.\n",
+    "\n",
+    "Obviously, the metallic sphere is quite dark, almost like it\n",
+    "isn't being illuminated at all. This is the result of two things\n",
+    "we've discussed. Metallic surfaces only exhibit specular\n",
+    "reflections (never diffuse), and the only scene artifacts that\n",
+    "participate in the specular reflections are light sources; we\n",
+    "won't see the dielectric sphere reflected in the metallic\n",
+    "sphere.\n",
+    "\n",
+    "Second, the specular reflection of the light itself differs\n",
+    "across the two spheres. The metallic sphere's \"hot spot\" is\n",
+    "larger and somewhat oversaturated in the center (we'll deal\n",
+    "with the oversaturatin when we discuss [exposure](#exposure)\n",
+    "later). Again, this is because the metallic surface reflects\n",
+    "a larger portion of the incoming light than the dielectric\n",
+    "surface, so more radiant energy reaches the eye.\n",
+    "\n",
+    "Finally, the highlight on the metallic surface has a gold\n",
+    "tint to it, one that the dielectric's highlight is missing.\n",
+    "This is the metallic surface refracting all of the non-gold\n",
+    "light frequencies internally.\n",
+    "\n",
+    "Try varying the roughness to see how each material type\n",
+    "changes. Things get particularly interesting when roughness\n",
+    "goes to one.\n",
+    "\n",
+    "We'll explore some more differences again in the next section:\n",
+    "[environment maps](#environment_maps)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"environment_maps\"></a>\n",
+    "## Environment Maps\n",
+    "\n",
+    "The name \"environment map\" probably invites an intuitive interpretation: a\n",
+    "painted backdrop. Rather than modeling an entire environment, we simply put an\n",
+    "image in the background which we can see directly and reflected in\n",
+    "mirror-like surfaces. While that's true, it's not the whole story. An\n",
+    "environment map is a light source. That means it *will* participate in\n",
+    "specular reflections. But it will also participate in diffuse reflections\n",
+    "as well. Essentially, each pixel in the environment map is a light source\n",
+    "(more on this later).\n",
+    "\n",
+    "We'll start with a simple environment map and a mirror ball.\n",
+    "\n",
+    "The image below shows a ball in a simple environment. The mirror ball sites on\n",
+    "a gray plane. Around it are three rectangular area lights. Blue and red lights\n",
+    "on either side and a *brighter* white light above it.\n",
+    "\n",
+    "![environment_map_scene](images/env_color_room_in_situ.png)\n",
+    "**Figure:** the physical environment.\n",
+    "\n",
+    "We can make an environment map by replacing the mirror ball with a panoramic\n",
+    "camera. The panoramic image defines what is visible around a point in all\n",
+    "directions. Essentially, we're painting on the inside of an infinitely\n",
+    "large sphere. But we do so with a rectangular image. The mapping between\n",
+    "the rectangular image and the sphere is an [equirectangular projection](https://en.wikipedia.org/wiki/Equirectangular_projection). The height of\n",
+    "a pixel spans a fixed solid angle of the sphere. The width of a pixel\n",
+    "spans the larget solid angle at the \"equator\" of the image (central,\n",
+    "horizontal line). But the width of the pixels get smaller as you near\n",
+    "the top and bottom of the image (or north and south poles of the sphere).\n",
+    "We'll make use of this when we attempt to predict the lighting contribution\n",
+    "of the environment map.\n",
+    "\n",
+    "![](resources/env_color_room.png)\n",
+    "**Figure:** the environment map drawn from the physical scene shown above."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {
+    "scrolled": true,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# TODO: Choose between the embedding of the environment map above with this below.\n",
+    "\n",
+    "png_path = FindResourceOrThrow(\"drake/tutorials/resources/env_color_room.png\")\n",
+    "\n",
+    "png_env_map = cv2.imread(png_path)\n",
+    "plt.imshow(png_env_map)\n",
+    "\n",
+    "# Also send the environment map to the meshcat session.\n",
+    "meshcat.SetEnvironmentMap(png_path)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The red and blue lights are easily identified in the image. The top\n",
+    "of the image is the single white area light above the camera. In a\n",
+    "Mercator projection, the north pole gets spread across the full width\n",
+    "of the top of the image. The light directly above the camera has\n",
+    "received the same treatment.\n",
+    "\n",
+    "The environment should also have appeared in your meshcat session. Rotate the\n",
+    "camera to see the various light panels. (The image is quite low resolution, so\n",
+    "the light panels should appear as blurry rectangles.) Ultimately, the full\n",
+    "effect of the environment map will be easier to understand when applied to a\n",
+    "scene.\n",
+    "\n",
+    "For the next few scenarios, we're going to disable direct light sources\n",
+    "entirely and only look at the effect of the environment map. If you haven't\n",
+    "done so already, you should turn off Meshcat's lights by opening the \"Controls\"\n",
+    "window an unchecking the blue box next to \"Lights\". This will bring the\n",
+    "Meshcat window's version closer in line with the renderings in this\n",
+    "tutorial.\n",
+    "\n",
+    "We'll use the previous set of gold-ish balls and see the effect the\n",
+    "environment map has on it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "\n",
+    "# Two gold-ish smooth-ish spheres; one metallic and one dielectric.\n",
+    "gold_rgba = [1, .71, .29, 1.0]\n",
+    "roughness = 0.2\n",
+    "comparator.add_ball(pbr_material={\"baseColorFactor\": gold_rgba,\n",
+    "                                  \"roughnessFactor\": roughness,\n",
+    "                                  \"metallicFactor\": 1.0},\n",
+    "                    position=[-1.1, 0, 1])\n",
+    "comparator.add_ball(pbr_material={\"baseColorFactor\": gold_rgba,\n",
+    "                                  \"roughnessFactor\": roughness,\n",
+    "                                  \"metallicFactor\": 0.0},\n",
+    "                    position=[1.1, 0, 1])\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "# Add a simple environment map.\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Mirror Ball\",\n",
+    "                     {\"environment_map\": EnvironmentMap(\n",
+    "                        skybox=True,\n",
+    "                        texture=EquirectangularMap(path=png_path)),\n",
+    "                      # Disable the light; only environment map light in the scene.\n",
+    "                      \"lights\": [LightParameter(intensity=0)]})])\n",
+    "\n",
+    "# Center on the ball, with it largely filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -2.25, 2.25],\n",
+    "                            target_in_world=[0, 0, 1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The metallic sphere is no longer black with a hot spot (as it was\n",
+    "with the single direct point light). This is because the environment\n",
+    "map provides light in every direction, giving the metal surface\n",
+    "something to reflect. Again, all of the reflections have been\n",
+    "tinted the metal's gold-ish albedo color.\n",
+    "\n",
+    "Similarly, the dielectric sphere is reflecting the environment.\n",
+    "The specular reflections are dimmer and untinted as before. But\n",
+    "there are some other things going on as well. Let's take a closer\n",
+    "look at how the environment map interacts with dieclectric\n",
+    "materials."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "\n",
+    "# This time, we want two white-ish dielectric spheres,\n",
+    "# one smooth, one rough.\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 0.1,\n",
+    "                                  \"metallicFactor\": 0},\n",
+    "                    position=[0, -1.1, 1])\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 0.9,\n",
+    "                                  \"metallicFactor\": 0},\n",
+    "                    position=[0, 1.1, 1])\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "# Add a simple environment map.\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Mirror Ball\",\n",
+    "                     {\"environment_map\": EnvironmentMap(\n",
+    "                        skybox=True,\n",
+    "                        texture=EquirectangularMap(path=png_path)),\n",
+    "                      # Disable the light; only environment map light in the scene.\n",
+    "                      \"lights\": [LightParameter(intensity=0)]})])\n",
+    "\n",
+    "# Center on the ball, with it largely filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[2.25, 0, 2.25],\n",
+    "                            target_in_world=[0, 0, 1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 504x360 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This time we've put the camera between the two spheres and the\n",
+    "red light in the environment map. We can still clearly see the\n",
+    "specular reflection of the white light and the red light in the\n",
+    "smooth sphere on the left. The rough sphere on the right has no\n",
+    "such specular reflection.\n",
+    "\n",
+    "But this image illustrates to additional phenomena: Fresnel\n",
+    "reflections and diffuse illumination.\n",
+    "\n",
+    "The Fresnel reflection is apparent in the smooth sphere. We can\n",
+    "see the blue light reflected on the rim of the smooth sphere.\n",
+    "The fact that the sphere reflects the blue light is expected. But\n",
+    "the fact that the reflection of the blue light is more *intense*\n",
+    "than the white or red lights might be surprising. The light striking\n",
+    "the surface at a grazing angle experiences greater reflectivity\n",
+    "so we observe a more intense reflection.\n",
+    "\n",
+    "Both spheres have a reddish tint on that covers a large portion\n",
+    "of the side of the sphere. If you move the camera in Meshcat to\n",
+    "look at the blue sides of the spheres and re-render, you'll see\n",
+    "a similar blue tint on the other side. This is the environment\n",
+    "map's contribution to the diffuse lighting effects.\n",
+    "\n",
+    "Remember, diffuse illumination when light strikes a surface,\n",
+    "some portion gets refracted _into_ the material, bounces around\n",
+    "and, finally, some remaining portion is emitted again. The\n",
+    "_total_ diffuse affect is the sum of all such light. If\n",
+    "there's a light source that can strike a point on the surface,\n",
+    "it must be included in the diffuse calculation.\n",
+    "\n",
+    "In this case, for any givn point on the sphere, fully half of\n",
+    "the environment map is able to shine light onto the sphere\n",
+    "(it is the hemisphere of the environment centered on the\n",
+    "point and arrayed around the surface normal at that point).\n",
+    "Because of the integral and the energy-conserving properties\n",
+    "of the PBR model, the total contribution of the environment\n",
+    "map on the diffuse lighting is a blurred and dimmed version\n",
+    "of the environment.\n",
+    "\n",
+    "This effect can also be thought of as a form of \"ambient\"\n",
+    "lighting. When light is shined into a room, the light doesn't\n",
+    "simply leave the light source and strike a single surface before\n",
+    "bouncing to your eye. The light bounces many, many times. With\n",
+    "each bounce the reflected light can change in character. Light\n",
+    "simply moves so fast that we can't observe this phenomenon; we\n",
+    "merely see the steady state of the light having bounced\n",
+    "everywhere. This is the reason why surfaces can be illuminated\n",
+    "even if the light source can't shine directly onto the surface;\n",
+    "there is \"indirect\" lighting that does shine onto it. This\n",
+    "indirect lighting is the \"ambient\" light of the environment."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### High-Dynamic Range (HDR) Images\n",
+    "\n",
+    "Not all images can serve equally well as environment maps. A typical image --\n",
+    "one typically seen as part of a webpage -- uses \"normalized\" color. That means\n",
+    "the value for each pixel is a value in the range [0, 1] (or [0, 255] depending\n",
+    "on encoding). The environment map above uses just such an image. Normalized\n",
+    "color is sufficient for communicating *basic* color information (hue,\n",
+    "saturation, etc.) but it has limited ability to communicate the full _dynamic_\n",
+    "range of radiant _energy_ possible. While physical light has varying frequency\n",
+    "(signalling color in our minds), it also has _intensity_. An ideal environment\n",
+    "map is one that can encode both color _and_ intensity. High-dynamic range (HDR)\n",
+    "images use _unnormalized_ color data. They still communicate color properties\n",
+    "(again, hue, saturation, etc.), but they also encode intensity. The range\n",
+    "between the dimmest and brightest portions of the environment map can be\n",
+    "arbitrarily large (as it is in most human environments). We frequently don't\n",
+    "notice the wide range of intensities because our eyes and brains are good at\n",
+    "taking a wide range of light levels and creating a coherent image in a narrow\n",
+    "range of energy levels. Cameras typically have a smaller dynamic range than\n",
+    "the human optical system, so photographers are always worrying about shutter\n",
+    "speed, film speed, and aperture to control how much light energy the image\n",
+    "medium is exposed to.\n",
+    "\n",
+    "This is of critical importance when it comes to curating environment maps.\n",
+    "Environment maps encoded in normalized color images (e.g., png, jpg, bmp, etc.)\n",
+    "will have a different impact on the rendering than an unnormalized color image\n",
+    "(.hdr). In an environment map, a light intensity is associated with each\n",
+    "pixel. Light intensity can be characterized with various units. We'll use\n",
+    "watts (W) as being reasonably correlated with the _brightness_ of the light.\n",
+    "For a normalized image, _every_ pixel, regardless of color, has maximum of 1 W of\n",
+    "energy (for pure white pixels); colors with less value (darker colors) implicitly\n",
+    "have less energy with pure black being the only zero-energy pixel. To put that in\n",
+    "context, in real world scenarios, intensity can range multiple orders of magnitude\n",
+    "between the darkest and brightest light sources. That has two implications for\n",
+    "normalized color images:\n",
+    "\n",
+    "  - The maximum intensity of 1 W is quite dim compared to the real world.\n",
+    "  - They provide almost _no_ lighting contrast. What contrast exists usually\n",
+    "    comes from the _colors_ in the image and the general correlation with low\n",
+    "    intensity light sources manifesting as dark colors to film and sensors. As\n",
+    "    counter-intuitive as it might seem, a pixel with normalized color\n",
+    "    (0.01, 0.01, 0.01) image is putting out 1 W of light, just like a white\n",
+    "    pixel. It's just 1 W of essentially \"black\" light (but not in the \"all-night\n",
+    "    rave\" sense of the word)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Let's look at the difference between normalized and unnormalized\n",
+    "images.\n",
+    "\n",
+    "For the next few experiments, we'll create a small matrix of spheres.\n",
+    "Horizontally, we'll vary smoothness, and vertically we'll vary\n",
+    "material (metallic vs dielectric).\n",
+    "\n",
+    "We'll then see the illumination impact of different environment maps.\n",
+    "We'll use the same abstract environment shown above with the same\n",
+    "_color_ information. The maps will differ in their maximum brightness.\n",
+    "\n",
+    "  - PNG: a normalized image with brightness of 1 W at each pixel.\n",
+    "  - 7.5 HDR: an HDR image with maximum brightness of 7.5 W.\n",
+    "  - 120 HDR: an HDR image with maximum brightness of 120 W."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "# The 7.5 W and 120 W images.\n",
+    "hdr75_path = FindResourceOrThrow(\"drake/tutorials/resources/env_color_room_75.hdr\")\n",
+    "hdr1200_path = FindResourceOrThrow(\"drake/tutorials/resources/env_color_room_1200.hdr\")\n",
+    "\n",
+    "def make_config(env_map_path):\n",
+    "    env_texture = EquirectangularMap(path=env_map_path)\n",
+    "    return {\"environment_map\": EnvironmentMap(\n",
+    "                                   skybox=True,\n",
+    "                                   texture=env_texture),\n",
+    "            # Disable the light; only environment map light in the scene.\n",
+    "            \"lights\": [LightParameter(intensity=0)]}\n",
+    "\n",
+    "comparator = RenderComparator(meshcat)\n",
+    "\n",
+    "# Add some geometry to the scene.\n",
+    "comparator.add_ground()\n",
+    "\n",
+    "# The array of spheres.\n",
+    "# Bottom row is non-metallic (dielectric), top row is metallic.\n",
+    "# Left column is smooth, right column is rough.\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 0.0, \"metallicFactor\": 0},\n",
+    "                   position=[-1.1, 0, 1])\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 1.0, \"metallicFactor\": 0},\n",
+    "                   position=[1.1, 0, 1])\n",
+    "\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 0.0, \"metallicFactor\": 1},\n",
+    "                   position=[-1.1, 0, 3.1])\n",
+    "comparator.add_ball(pbr_material={\"roughnessFactor\": 1.0, \"metallicFactor\": 1},\n",
+    "                   position=[1.1, 0, 3.1])\n",
+    "\n",
+    "\n",
+    "# Make sure we push the geometry to the meshcat browser session.\n",
+    "comparator.visualize()\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Environment Map - 1-watt PNG\", make_config(png_path)),\n",
+    "    RenderEngineSpec(\"Environment Map - 7.5-watt HDR\", make_config(hdr75_path)),\n",
+    "    RenderEngineSpec(\"Environment Map - 120-watt HDR\", make_config(hdr1200_path)),\n",
+    "    ])\n",
+    "\n",
+    "# Center on the balls, filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -3.5, 2],\n",
+    "                            target_in_world=[0, 0, 2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {
+    "scrolled": false,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Although the three images use environment maps with the exact same resolution\n",
+    "and the same *color* values at every pixel, the differences in pixel energy\n",
+    "produces significantly different results.\n",
+    "\n",
+    "The 1-watt .png image is both dim and has low contrast (for the reasons\n",
+    "suggested above). The 7.5-watt image contains a larger _range_ of\n",
+    "illumination and leads to a more vibrant image with greater contrast. The\n",
+    "image rendered with the 120-watt image takes this even further.\n",
+    "So far, in fact that the image has become oversaturated and the three of the\n",
+    "four balls have all but disappeared.\n",
+    "\n",
+    "Just as we can take a direct light and increase its intensity so much\n",
+    "that the rendered image becomes painfully oversaturated, environment maps\n",
+    "can do the same.\n",
+    "\n",
+    "Does this mean that we need to make sure our HDR environment maps have energy\n",
+    "levels within a certain range to prevent image over saturation? No."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"exposure\"></a>\n",
+    "#### Tone mapping and exposure\n",
+    "\n",
+    "We need to take a brief detour to understand how high dynamic range images get\n",
+    "drawn to your screen (and saved as normalized color maps).\n",
+    "\n",
+    "In the images above, the image using the 1-watt .png image has 1/120th the light\n",
+    "energy as the image rendered with the 120-watt environment map. And yet, the\n",
+    "\"dim\" image is not simply a copy of the bright image with each pixel having\n",
+    "1/120th the value of the original. The dimmer image features smooth contours\n",
+    "on the rough balls that have been washed out in the brighter image. So,\n",
+    "what's happening?\n",
+    "\n",
+    "The answer is \"tone mapping\". It's the process by which an image with\n",
+    "\"unbounded\" intensity levels gets mapped to an image (or display) with\n",
+    "normalized color. The mapping is not _strictly_ linear.\n",
+    "Generally, near the darkest and brightest features, there is non-linear\n",
+    "tapering in attempt to preserve details at the extremes of illumination.\n",
+    "Furthermore, as the images show above, the tone mapping function has a finite\n",
+    "range -- intensity values outside of that range produce the saturated white\n",
+    "pixels we've seen in some of the previous images.\n",
+    "\n",
+    "There are, in fact, various possible mapping functions. \n",
+    "`RenderEngineVtk` uses the <a href=\"https://www.kitware.com/pbrj1/\">\"Generic\n",
+    "Filmic tone mapping operator with the \"Uncharted2\" parameter values</a>.\n",
+    "There are multiple parameters associated with that operator. To keep things\n",
+    "simple, Drake exposes a single parameter: `exposure`. If you are familiar\n",
+    "with photography, exposure plays a similar role in rendering as it does in\n",
+    "photography. It is essentially a way to control how much\n",
+    "the \"film\" is exposed to the the scene's radiant energy. Expose it less and the\n",
+    "final image is darker. Expose it more, and the image is brighter. Go too far\n",
+    "in either direction, and the final image can either be a dark mess or a washed\n",
+    "out blur of whiteness. In `RenderEngineVtk`, `exposure` is simply a scale factor\n",
+    "applied to the image prior to performing the non-linear mapping. So, if a\n",
+    "pixel in the resulting image is reflecting 10 W to the camera, an `exposure`\n",
+    "value of 0.5 will mean we map a 5-watt intensity at that pixel. The default\n",
+    "value for `exposure` is 1. Images that are too dark should increase exposure\n",
+    "and images that are too bright should reduce exposure.\n",
+    "\n",
+    "It's clear in the above image that the image using the 1-watt .png image is\n",
+    "underexposed (three of the four balls are obviously underlit). At the same\n",
+    "time, the image using the 120-watt .hdr image is overexposed. Let's render\n",
+    "the images again, but this time tune the exposure.\n",
+    "\n",
+    "The exposure values below, have been selected so that the _top_ of the\n",
+    "rough, dielectric sphere basically appears the same in all images. (We'll\n",
+    "come back to the question of how do you pick exposure values later.)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "def make_config(env_map_path, exposure):\n",
+    "    env_texture = EquirectangularMap(path=env_map_path)\n",
+    "    return {\"environment_map\": EnvironmentMap(\n",
+    "                                   skybox=True,\n",
+    "                                   texture=env_texture),\n",
+    "            \"exposure\": exposure,\n",
+    "            # Disable the light; only environment map light in the scene.\n",
+    "            \"lights\": [LightParameter(intensity=0)]}\n",
+    "\n",
+    "comparator.set_render_engines([\n",
+    "    RenderEngineSpec(\"Increased Exposure - 1-watt PNG\", make_config(png_path, 7.5)),\n",
+    "    RenderEngineSpec(\"Default Exposure - 7.5-watt HDR\", make_config(hdr75_path, 1.0)),\n",
+    "    RenderEngineSpec(\"Decreased Exposure - 120-watt HDR\", make_config(hdr1200_path, 0.0833)),\n",
+    "    ])\n",
+    "\n",
+    "# Center on the balls, filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -3.5, 2],\n",
+    "                            target_in_world=[0, 0, 2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "scrolled": false,
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can see the effect of exposure on the three images. In all three cases, the\n",
+    "*top* of the rough dielectric ball appears about the same.\n",
+    "\n",
+    "While the target ball in the 1-watt image now resembles the ball in the 7.5-watt\n",
+    "image, the other balls and background have changed *significantly*. What happened?\n",
+    "In this case, it's because the \"dark\" area of the environment map is not true\n",
+    "black. There is a non-zero amount of illumination which has been scaled by a factor\n",
+    "of 7.5, pushing it far enough from black that when the subsequent tone mapping is\n",
+    "applied, \"black\" has become medium grey. This illustrates an important principle.\n",
+    "If the lighting levels lie within a narrow range, exposure *may not* be sufficient\n",
+    "to increase contrast.\n",
+    "\n",
+    "The target ball in the 120-watt image has been pulled back to the same grey as\n",
+    "the 7.5-watt image. It is no longer over saturated and the curvature of the ball\n",
+    "can easily be seen. However, the black in the mirror ball is _darker_ than the\n",
+    "mirror ball in the 7.5-watt image. This is because the 120-watt image has a\n",
+    "larger range. However, the grey background in the 7.5-watt and 120-watt images\n",
+    "has the same energy level. But in the 120-watt image, that amount is much smaller\n",
+    "compared to the maximum intensity. So, when tone mapping is applied, that\n",
+    "background intensity is functionally black and renders as such.\n",
+    "\n",
+    "Judicious use of exposure is critical in producing images that are both\n",
+    "aesthetically pleasing as well as modeling sensors which also are sensitive to\n",
+    "exposure."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Where do you get environment maps?\n",
+    "\n",
+    "The two easiest ways to get environment maps are from downloading or\n",
+    "creating.\n",
+    "\n",
+    "Open source environment maps can be downloaded from repositories like\n",
+    "[Polyhaven](https://polyhaven.com/).\n",
+    "\n",
+    "The simple environment maps used in this tutorial were created in Blender.\n",
+    "There are copious tutorials on Youtube on how to do this, like\n",
+    "[this one](https://www.youtube.com/watch?v=6YMlMEXsiYU)."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<a id=\"total-illumination\"></a>\n",
+    "## Total Illumination\n",
+    "\n",
+    "Environment maps can't cast shadows. Direct lights can. A fully-lit scene\n",
+    "can include *both*.\n",
+    "\n",
+    "Getting them to work together can be tricky. It's easy to configure lighting\n",
+    "with both environment map and direct lights such that one of the two lighting\n",
+    "sources has no apparent effect.\n",
+    "\n",
+    "This typically arises if there is a significant difference between the energy\n",
+    "levels of the direct lights and the environment map.\n",
+    "\n",
+    "To get shadows _and_ the benefit of the environment map, it is neccessary to\n",
+    "balance the direct light intensity with the environment. (Failing to do so\n",
+    "would be like trying to use a flashlight to cast shadows outdoors on a sunny\n",
+    "day.)\n",
+    "\n",
+    "The images below use a fixed exposure, an environment map, and a downward-pointing\n",
+    "spot light. The scenes differ in the spot light's intensity. At low intensity,\n",
+    "the effect of the light is almost negligible. As the light's intensity increases,\n",
+    "the effect of the light becomes apparent and we get effective shadows. As\n",
+    "the light becomes too powerful, the image becomes oversaturated."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x1080 with 6 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def make_config(intensity):\n",
+    "    env_texture = EquirectangularMap(path=hdr75_path)\n",
+    "    light = LightParameter(type=\"spot\", frame=\"world\",\n",
+    "                           position=[2, -2, 8], cone_angle=40,\n",
+    "                           direction=[-0.25, 0.25, -1],\n",
+    "                           intensity=intensity)\n",
+    "    return {\"environment_map\": EnvironmentMap(\n",
+    "                                   skybox=True,\n",
+    "                                   texture=env_texture),\n",
+    "            \"cast_shadows\": True,\n",
+    "            \"shadow_map_size\": 1024,\n",
+    "            # Disable the light; only environment map light in the scene.\n",
+    "            \"lights\": [light]}\n",
+    "\n",
+    "engines = []\n",
+    "for intensity in [0.1, 1.0, 2.0, 7.5, 100.0]:\n",
+    "    engines.append(RenderEngineSpec(f\"Map and {intensity} W light\", make_config(intensity)))\n",
+    "comparator.set_render_engines(engines)\n",
+    "\n",
+    "# Center on the balls, filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -3.5, 2],\n",
+    "                            target_in_world=[0, 0, 2])\n",
+    "\n",
+    "comparator.render()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As we did before with oversaturated images, we'll use `exposure` to reduce\n",
+    "the oversaturation effects. And, as before, we'll use the illumination of the\n",
+    "rough dielectric ball as the guide for choosing the exposure. In this case,\n",
+    "we disabled the shadows while determining those values (as the shadows\n",
+    "interfere with our lighting rubric)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [],
+   "source": [
+    "def make_config(intensity, exposure):\n",
+    "    env_texture = EquirectangularMap(path=hdr75_path)\n",
+    "    light = LightParameter(type=\"spot\", frame=\"world\",\n",
+    "                           position=[4, -4, 8], cone_angle=40,\n",
+    "                           direction=[-4, 4, -8],\n",
+    "                           intensity=intensity)\n",
+    "    return {\"environment_map\": EnvironmentMap(\n",
+    "                                   skybox=True,\n",
+    "                                   texture=env_texture),\n",
+    "            \"exposure\": exposure,\n",
+    "            \"cast_shadows\": True,\n",
+    "            \"shadow_map_size\": 1024,\n",
+    "            \"lights\": [light]}\n",
+    "\n",
+    "engines = []\n",
+    "for intensity, exposure in [(0.1, 0.95),(1.0, 0.55), (2.0, 0.4), (7.5, 0.11), (100.0, 0.0135)]:\n",
+    "    engines.append(RenderEngineSpec(f\"Map and {intensity} W light\", make_config(intensity, exposure)))\n",
+    "comparator.set_render_engines(engines)\n",
+    "\n",
+    "# Center on the balls, filling the frame.\n",
+    "comparator.pose_camera_once(camera_in_world=[0, -3.5, 2],\n",
+    "                            target_in_world=[0, 0, 2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1008x1080 with 6 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "comparator.render()"
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+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "In all five images, the rough dielectric balls are basically the same.\n",
+    "This has understandbly led to attendendant changes in the other balls.\n",
+    "\n",
+    "There are multiple important lessons to draw from the images above.\n",
+    "\n",
+    "**Balance**: The images with the 0.1-watt and 100-watt lights show massive\n",
+    "imbalance between the direct lights and the environment map. In the 0.1-watt\n",
+    "image, the spot light has almost no effect (only the faintest of shadows\n",
+    "can be seen below the spheres). In the 100-watt image, the light outshines\n",
+    "the environment map by so much, that the perfect specular reflections\n",
+    "in the smooth metallic ball have been almost entirely eliminated by the\n",
+    "tone mapping. The fundamentally dimmer specular reflections in the smooth\n",
+    "dielectric ball _have_ been elimianted.\n",
+    "\n",
+    "In contrast, the 1-watt and 2-watt (and even the 7.5-watt) images show a\n",
+    "better balance between direct illumination and environment map.\n",
+    "\n",
+    "**Materials**: The mirror ball is not just perfectly smooth (`roughness` = 0),\n",
+    "but it is also metallic. Metallic materials are unaffected by diffuse light\n",
+    "effects, including from the environment map. The appearance of metallic\n",
+    "surfaces are dominated by specular reflection.\n",
+    "\n",
+    "If the material were non-metallic instead, in addition to the specular\n",
+    "reflection attributable to its smoothness, it would also be illuminated by\n",
+    "the diffuse and ambient lights.\n",
+    "\n",
+    "However, the two rough spheres (on the right) appear similar. If metallic\n",
+    "balls don't get diffuse light, how is the rough metallic sphere so brightly\n",
+    "illuminated? Does the roughness somehow cause diffuse lighting effects?\n",
+    "No. It is still only specular reflection, but the roughness has caused the\n",
+    "reflection to become so blurred, that it has a diffusive-effect. What you'll\n",
+    "notice if you move the camera, is that the appearance of the rough metallic\n",
+    "ball will change as the camera moves, whereas the rough dielectric ball\n",
+    "remains unchanged.\n",
+    "\n",
+    "**Exposure values**: The baseline image uses an image consistently described\n",
+    "in this tutorial as having a \"7.5-watt white light\". And yet, when we add a\n",
+    "1-watt or 2-watt light to the scene, we have to reduce the exposure to 0.55\n",
+    "and 0.4, respectively. And when we add a 7.5-watt spot light, the exposure\n",
+    "drops all the way down to 0.11 all in the name of normalizing the appearance\n",
+    "of the top of the rough sphere.\n",
+    "\n",
+    "Previously, we said that the exposure is simply a scale factor on the surface's\n",
+    "reflected radiant energy. If the environment map has a 7.5-watt top light and\n",
+    "we add another 7.5-watt direct light, why would we have to reduce the exposure\n",
+    "to ten percent of its original value and not simply half? Conversely, by adding\n",
+    "a 1-watt or 2-wat light, we reduced the exposure to around half which implies\n",
+    "that the intensity of the environment on the top of the ball was approximately\n",
+    "1-2 W.\n",
+    "\n",
+    "We discussed that the diffuse illumination contributed by the environment\n",
+    "map is the result of finding the average light over the hemisphere associated\n",
+    "with the surface point and normal. The hemisphere is large and the white\n",
+    "light is small (speaking as solid angles). Therefore, the diffuse intensity\n",
+    "is significantly lower than the peak intensity in some portion of the hemisphere.\n",
+    "If the white light were larger, spanning a larger solid angle, more energy\n",
+    "would bleed out as diffuse illumination. In this case, averaging the red, white,\n",
+    "and blue light sources with the dark background produces a peak diffuse\n",
+    "intensity of only about 1-2 watts from the environment map.\n",
+    "\n",
+    "This means you can't determine compatible light intensities just by looking\n",
+    "at the peak intensities in the environment map.\n",
+    "\n",
+    "So, how do you pick intensity values for your lighting? For now, tinkering."
+   ]
+  }
+ ],
+ "metadata": {
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diff --git a/tutorials/index.ipynb b/tutorials/index.ipynb
index 550637c237c8..79e425977c78 100644
--- a/tutorials/index.ipynb
+++ b/tutorials/index.ipynb
@@ -26,6 +26,7 @@
     "- [Mathematical programming with MultibodyPlant](./mathematical_program_multibody_plant.ipynb)\n",
     "- [PyPlot Animation with MultibodyPlant](./pyplot_animation_multibody_plant.ipynb)\n",
     "- [Rendering MultibodyPlant](./rendering_multibody_plant.ipynb)\n",
+    "- [Configuring Rendering Lighting](./configuring_lighting.ipynb)\n",
     "- [Taking Derivatives of MultibodyPlant Computations w.r.t. Mass](./multibody_plant_autodiff_mass.ipynb)\n",
     "- [Hydroelastic Contact: Basics](./hydroelastic_contact_basics.ipynb)\n",
     "- [Hydroelastic Contact: Nonconvex Mesh](./hydroelastic_contact_nonconvex_mesh.ipynb)\n",
diff --git a/tutorials/resources/env_color_room.png b/tutorials/resources/env_color_room.png
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diff --git a/tutorials/resources/env_color_room_150.hdr b/tutorials/resources/env_color_room_150.hdr
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index 000000000000..934e3062d941
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diff --git a/tutorials/resources/env_color_room_75.hdr b/tutorials/resources/env_color_room_75.hdr
new file mode 100644
index 000000000000..530e288eef54
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diff --git a/tutorials/resources/sphere.bin b/tutorials/resources/sphere.bin
new file mode 100644
index 000000000000..31079873fb34
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diff --git a/tutorials/resources/sphere.gltf b/tutorials/resources/sphere.gltf
new file mode 100644
index 000000000000..d87d50d2b729
--- /dev/null
+++ b/tutorials/resources/sphere.gltf
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+            }
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