No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities

Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan-Sheng Foo, Bryan Kian Hsiang Low. No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 3591-3619, PMLR, 2023. [doi]

Authors

Sebastian Shenghong Tay

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Quoc Phong Nguyen

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Chuan-Sheng Foo

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Bryan Kian Hsiang Low

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