Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs

Yujie Zhao, Lanxiang Hu, Yang Wang +4

Multi-agent systems (MAS) and reinforcement learning (RL) are widely used to enhance the agentic capabilities of large language models (LLMs). MAS improves task performance through…