Gradient-free distributed optimization and nash equilibrium seeking by Pang, Yipeng

“…This dissertation focuses on the research of gradient-free distributed algorithms in optimization problems where the agents collaboratively achieve a system-level objective, and Nash equilibrium seeking problems where the agents/players selfishly minimize their own cost functions. …”
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Distributed Nash equilibrium seeking: continuous-time control-theoretic approaches by Hu, Guoqiang, Pang, Yipeng, Sun, Chao, Hong, Yiguang

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Nash equilibrium seeking in N-coalition games via a gradient-free method by Pang, Yipeng, Hu, Guoqiang

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Gradient-free nash equilibrium seeking in N-cluster games with uncoordinated constant step-sizes by Pang, Yipeng, Hu, Guoqiang

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Distributed Nash equilibrium seeking with limited cost function knowledge via a consensus-based gradient-free method by Pang, Yipeng, Hu, Guoqiang

“…This article considers a distributed Nash equilibrium seeking problem, where the players only have partial access to other players' actions, such as their neighbors' actions. …”
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