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Yiwei Chen, Changsheng Wang, Yicheng Lang, Qing Qu, Alfred O. Hero, Sijia Liu

Public reference bibliography and cataloged PDF materials authored or published by Yiwei Chen, Changsheng Wang, Yicheng Lang, Qing Qu, Alfred O. Hero, Sijia Liu.

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Train Locally, Learn Together: Distributed Multi-Agent Training via ADMM

Year: 2026 • Source: arxiv.org • Listed PDF

Multi-agent systems (MAS) can outperform individual language-model agents by combining specialized roles, diverse reasoning processes, and collaborative decision-making. However, collaborative MAS training is typically c...