ROADMAP.md

This list describes the planned features including breaking changes.

Roadmap to v1.0.0

• 10 diverse environments available
• 18 algorithms available strictly under CDTE and Dec-POMDP
• learning curve released on over 1000 experiments cover four popular multi-agent tasks.
• API-based usage

Roadmap to v2.0.0

• test suits + coverage

• support Windows OS / MacOS

• manually inference, refer to issue: Replicable-MARL#86 (comment)

• new environments

  • MATE: https://github.com/UnrealTracking/mate
  • Go-Bigger: https://github.com/opendilab/GoBigger
  • Voltage Control: https://github.com/Future-Power-Networks/MAPDN
  • Overcooked: https://github.com/HumanCompatibleAI/overcooked_ai
  • CloseAirCombat: https://github.com/liuqh16/CloseAirCombat
  • HideAndSeek: https://github.com/jiayu-ch15/Variational-Automatic-Curriculum-Learning#3-train-hide-and-seek
  • SISL: https://github.com/sisl/MADRL
  • Melting Pot: https://github.com/deepmind/meltingpot

• support Transformers

• support MultiDiscrete action space