Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits

Yu-Heng Hung, Ping-Chun Hsieh, Xi Liu 0011, P. R. Kumar 0001. Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 7874-7882, AAAI Press, 2021. [doi]

Abstract

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