Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation

Asuman E. Ozdaglar, Sarath Pattathil, Jiawei Zhang, Kaiqing Zhang. Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 26769-26791, PMLR, 2023. [doi]

Abstract

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