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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hao Shen

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Jul 2026

Two-Stage Homotopic Learning for Data-Driven Cluster Consensus in Multiagent Systems.

In this article, a novel homotopic reinforcement learning (RL) framework is proposed to address the distributed cluster consensus problem in continuous-time multiagent systems (MASs). For the first time, the investigated issue is formulated as a zero-sum differential game using a proposed minmax game policy, in which a...

Qing Yang, Jing Wang, Jinde Cao et al. · 0 citations

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