Hande Dong
1 indexed paper
Recent (6 mo)
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126
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Multiagent×1AI×1
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2026
Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
The paper proposes Meta-Team, an experience-driven framework that enables multi-agent systems (MAS) to collaboratively self-evolve by transforming complex execution experiences into reusable improvements for agent behaviors and coordination.
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Papers
cs.MAcs.AIRecentMay 28, 2026
Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
Zhezheng Hao, Tianfu Wang, Huanshuo Dong, Ziyan Liu +6 more
The paper proposes Meta-Team, an experience-driven framework that enables multi-agent systems (MAS) to collaboratively self-evolve by transforming complex execution experiences into reusable improveme…
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