HumanCompatibleAI/overcooked_ai
A benchmark environment for fully cooperative human-AI performance.
Provides a Gym-compatible grid-world MDP with procedurally generated layouts, near-optimal A* planners, and agent benchmarking tools for evaluating coordination strategies. Includes a web-based interface for collecting human gameplay data and testing trained agents in real-time cooperative scenarios. Designed around partial observability and on-the-fly task allocation, enabling research into human-AI teaming without requiring RL training infrastructure.
937 stars and 470 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
937
Forks
207
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 22, 2025
Monthly downloads
470
Commits (30d)
0
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