Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games 事件

Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games arXiv:2605.04906v2 Announce Type: replace Abstract: While Large Language Models (LLMs) excel in certain reasoning tasks, they struggle in multi-agent games where the final outcome depends on the joint strategies of all agents. In multi-agent games, the non-stationarity of other agents brings significant challenges on the evaluation of the reasoning process and the credit assignment over multiple reasoning steps. Existi