Cooperative Open-ended Learning Framework for Zero-shot Coordination

ICML, 2023

Recommended citation: Yang Li, Shao Zhang, Jichen Sun, Yali Du, Ying Wen, Xinbing Wang, and Wei Pan. "Cooperative Open-ended Learning Framework for Zero-shot Coordination." arXiv preprint arXiv:2302.04831 (2023). https://arxiv.org/abs/2302.04831

(ChatGPT-Generated) Zero-shot coordination in cooperative AI remains a significant challenge, with previous approaches often leading to cooperative incompatibility. The Cooperative Open-ended LEarning (COLE) framework addresses this issue by using graph theory to assess and identify cooperative abilities, outperforming current methods in the Overcooked game environment.

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Recommended citation: Yang Li, Shao Zhang, Jichen Sun, Yali Du, Ying Wen, Xinbing Wang, and Wei Pan. “Cooperative Open-ended Learning Framework for Zero-shot Coordination.” arXiv preprint arXiv:2302.04831 (2023).