Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses

Shiliang Zuo. Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 2098-2106, PMLR, 2024. [doi]

Abstract

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