Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach

Dhruva Kartik, Neeraj Sood, Urbashi Mitra, Tara Javidi. Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 1169-1179, PMLR, 2021. [doi]

Abstract

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