Offline RL Policies Should Be Trained to be Adaptive

Dibya Ghosh, Anurag Ajay, Pulkit Agrawal, Sergey Levine. Offline RL Policies Should Be Trained to be Adaptive. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 7513-7530, PMLR, 2022. [doi]

Abstract

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