Approaching the Global Nash Equilibrium of Non-Convex Multi-Player Games

Many machine learning problems can be formulated as non-convex multi-player games. Due to non-convexity, it is challenging to obtain the existence condition of the global Nash equilibrium (NE) and design theoretically guaranteed algorithms. This paper studies a class of non-convex multi-player games...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 29. Dez., Seite 10797-10813
Auteur principal: Chen, Guanpu (Auteur)
Autres auteurs: Xu, Gehui, He, Fengxiang, Hong, Yiguang, Rutkowski, Leszek, Tao, Dacheng
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article