Weak-Link Optimization for Multi-Agent Reasoning and Collaboration

Haoyu Bian, Chaoning Zhang, Jiaquan Zhang +4

LLM-driven multi-agent frameworks address complex reasoning tasks through multi-role collaboration. However, existing approaches often suffer from reasoning instability, where indi…