Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration

Zhimin Wang, Duo Wu, Shaokang He +6

Effective real-world multi-agent collaboration requires not only accurate planning but also the ability to reason about collaborators' intents--a crucial capability for avoiding mi…