MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs

Huining Yuan, Zelai Xu, Zheyue Tan +10

Developing Large Language Models (LLMs) to cooperate and compete effectively within multi-agent systems (MASs) is a critical step towards more advanced intelligence. While reinforc…