A mean-field analysis of two-player zero-sum games

14 Feb 2020Carles Domingo-EnrichSamy JelassiArthur MenschGrant RotskoffJoan Bruna

Finding Nash equilibria in two-player zero-sum continuous games is a central problem in machine learning, e.g. for training both GANs and robust models. The existence of pure Nash equilibria requires strong conditions which are not typically met in practice... (read more)

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