Counterfactual Credit Policy Optimization for Multi-Agent Collaboration

Zhongyi Li, Wan Tian, Jinju Chen +4

Collaborative multi-agent large language models (LLMs) can solve complex reasoning tasks by decomposing roles, but reinforcement learning for such systems is limited by credit assi…