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cs.MA2026
EvolveMAS: A Unified Self-Evolution Framework for Decentralized Multi-Agent Systems
Yalun Wu, Qiwei Ma, Bingbing Xu +10
Decentralized multi-agent systems (MAS) enable large language model agents to interact without centralized control. Agents need to adapt to other agents at test time and reuse accu…
cs.MA2026
When Extremists Enter LLM Societies: Investigating Extreme Behavior in Multi-Agent Systems
Guo Chen, Huaijin Xie, Ziwen Li +5
Large language model (LLM) agents increasingly serve as computational actors in multi-agent social simulations. While existing work emphasizes representative personas and average-c…