Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement
Learning

Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning

International Conference on Learning Representations (ICLR), 2022

23 February 2022

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Papers citing "Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning"

7 / 57 papers shown

Title
DCE: Offline Reinforcement Learning With Double Conservative Estimates Chen Zhao K. Huang Chun yuan OffRL 127 1 0 27 Sep 2022
A Review of Uncertainty for Deep Reinforcement LearningArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2022 Owen Lockwood Mei Si 178 64 0 18 Aug 2022
Robust Reinforcement Learning with Distributional Risk-averse formulation Pierre Clavier S. Allassonnière E. L. Pennec OOD 135 7 0 14 Jun 2022
Mildly Conservative Q-Learning for Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Jiafei Lyu Xiaoteng Ma Xiu Li Zongqing Lu OffRL 251 132 0 09 Jun 2022
RORL: Robust Offline Reinforcement Learning via Conservative SmoothingNeural Information Processing Systems (NeurIPS), 2022 Rui Yang Chenjia Bai Xiaoteng Ma Zhaoran Wang Chongjie Zhang Lei Han OffRL 338 101 0 06 Jun 2022
VRL3: A Data-Driven Framework for Visual Deep Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 Che Wang Xufang Luo George Andriopoulos Dongsheng Li OffRL 332 61 0 17 Feb 2022
False Correlation Reduction for Offline Reinforcement LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Arvindkumar Krishnakumar Zuyue Fu Lingxiao Wang Zhuoran Yang Chenjia Bai Tianyi Zhou Judy Hoffman Jing Jiang OffRL 174 11 0 24 Oct 2021