Switching the Loss Reduces the Cost in Batch Reinforcement Learning

Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvári. Switching the Loss Reduces the Cost in Batch Reinforcement Learning. In Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. pages 2135-2158, OpenReview.net, 2024. [doi]

Abstract

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