MARFT: Multi-Agent Reinforcement Fine-Tuning

Junwei Liao, Muning Wen, Jun Wang +1

Large Language Model (LLM)-based Multi-Agent Systems (LaMAS) have demonstrated strong capabilities on complex agentic tasks requiring multifaceted reasoning and collaboration, from…