HumanCompatibleAI/overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

66
/ 100
Established

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.

Stale 6m No Dependents
Maintenance 0 / 25
Adoption 16 / 25
Maturity 25 / 25
Community 25 / 25

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Stars

937

Forks

207

Language

Jupyter Notebook

License

MIT

Last pushed

Mar 22, 2025

Monthly downloads

470

Commits (30d)

0

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