Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning

Tengyang Xie, Nan Jiang, Huan Wang, Caiming Xiong, Yu Bai. Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 27395-27407, 2021. [doi]

Abstract

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