Overcooked

Cooperative cooking game for studying human-AI coordination.

Install:

pip install -e 3rd_party/environments/overcooked_ai/

Paradigm:

Multi-agent (simultaneous, 2 agents)

Stepping:

SIMULTANEOUS

Note:

Python 3.10 only (requires >=3.10,<3.11)

Layout	Description
cramped_room	Tight kitchen, close-quarters coordination
asymmetric_advantages	Asymmetric access to ingredients
coordination_ring	Circular kitchen layout
forced_coordination	Explicit coordination required for success
counter_circuit	Circuit-style counter layout

Citation

@inproceedings{carroll2019overcooked,
  author       = {Micah Carroll and Rohin Shah and Mark K. Ho and Tom Griffiths and Sanjit Seshia and Pieter Abbeel and Anca Dragan},
  title        = {On the Utility of Learning about Humans for Human-AI Coordination},
  booktitle    = {Advances in Neural Information Processing Systems (NeurIPS)},
  year         = {2019},
}