A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits

Kei Takemura, Shinji Ito, Daisuke Hatano, Hanna Sumita, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi. A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3367-3375, PMLR, 2021. [doi]

Abstract

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