Understanding and mitigating the limitations of prioritized experience replay

Yangchen Pan, Jincheng Mei, Amir Massoud Farahmand, Martha White, Hengshuai Yao, Mohsen Rohani, Jun Luo 0009. Understanding and mitigating the limitations of prioritized experience replay. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 1561-1571, PMLR, 2022. [doi]

Abstract

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