AI RESEARCH
Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling
arXiv CS.AI
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ArXi:2605.19418v1 Announce Type: new LLM-based multi-agent systems (MAS) have nstrated strong reasoning and decision-making capabilities that consistently surpass those of single LLM agents. However, their performance often suffers from naive aggregation mechanisms that assume uniformly cooperative interactions.