2026
Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs
ICLR 2026poster
Multi-Agent System (MAS) and Reinforcement Learning (RL) are both widely adopted to improve large language model (LLM) agentic performance. MAS strengthens task-specialized performance via role-based orchestration; RL leverages environment rewards to train stronger policies, such as Group Relative P…