Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning

Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang 0028, Le Wan, Xiu Li. Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. In Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, Roxana Radulescu, editors, ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023). Volume 372 of Frontiers in Artificial Intelligence and Applications, pages 3018-3025, IOS Press, 2023. [doi]

Authors

Junjie Zhang

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Jiafei Lyu

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Xiaoteng Ma

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Jiangpeng Yan

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Jun Yang 0028

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Le Wan

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Xiu Li

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