Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search

Hanxiao Lu, Tianyi Zhang

Multi-agent systems (MAS) are increasingly deployed to solve complex tasks. In case of incorrect or unsatisfactory outputs, users have to manually locate agent mistakes by inspecti…