Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits

Chloé Rouyer, Yevgeny Seldin. Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits. In Jacob D. Abernethy, Shivani Agarwal 0001, editors, Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. Volume 125 of Proceedings of Machine Learning Research, pages 3227-3249, PMLR, 2020. [doi]

Authors

Chloé Rouyer

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Yevgeny Seldin

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