Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents

Yun Hua, Haosheng Chen, Shiqin Wang +3

Large Language Models (LLMs) show strong collaborative performance in multi-agent systems with predefined roles and workflows. However, in open-ended environments lacking coordinat…