Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions

Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Alec Koppel. Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions. In Alexandre M. Bayen, Ali Jadbabaie, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020. Volume 120 of Proceedings of Machine Learning Research, pages 924-934, PMLR, 2020. [doi]

Abstract

Abstract is missing.