Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling

Longgang He, Longzhu He, Daojing He +1

LLM-based multi-agent systems (MAS) have demonstrated strong reasoning and decision-making capabilities that consistently surpass those of single LLM agents. However, their perform…