Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits

Jiatai Huang, Yan Dai 0002, Longbo Huang. Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 9173-9200, PMLR, 2022. [doi]

Authors

Jiatai Huang

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Yan Dai 0002

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Longbo Huang

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