Surrogate Objectives for Batch Policy Optimization in One-step Decision Making

Minmin Chen, Ramki Gummadi, Chris Harris, Dale Schuurmans. Surrogate Objectives for Batch Policy Optimization in One-step Decision Making. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 8825-8835, 2019. [doi]

Abstract

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