Self-Evolving Multi-Agent Systems via Decentralized Memory

Guangya Hao, Yunbo Long, Zhuokai Zhao

Self-evolving multi-agent systems (MAS) have emerged as a promising route to LLM agents that continually improve from experience, with persistent memory at their foundation. Howeve…