When to stop value iteration: stability and near-optimality versus computation

Mathieu Granzotto, Romain Postoyan, Dragan Nesic, Lucian Busoniu, Jamal Daafouz. When to stop value iteration: stability and near-optimality versus computation. 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 412-424, PMLR, 2021. [doi]

Abstract

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