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Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint).

, , and . AAAI, page 22706. AAAI Press, (2024)

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Off-Policy Actor-Critic, , and . CoRR, (2012)Nonparametric semi-supervised learning of class proportions., , , and . CoRR, (2016)Global optimization of factor models using alternating minimization., and . CoRR, (2016)Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control., , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 3983-3992. PMLR, (2018)An Emphatic Approach to the Problem of Off-policy Temporal-Difference Learning., , and . J. Mach. Learn. Res., (2016)Hill Climbing on Value Estimates for Search-control in Dyna., , , and . IJCAI, page 3209-3215. ijcai.org, (2019)Learning Sparse Representations in Reinforcement Learning with Sparse Coding., , and . IJCAI, page 2067-2073. ijcai.org, (2017)Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning., , , and . Trans. Mach. Learn. Res., (2023)Goal-Space Planning with Subgoal Models., , , , and . CoRR, (2022)Perspectives on Sim2Real Transfer for Robotics: A Summary of the R: SS 2020 Workshop., , , , , , , , , and 5 other author(s). CoRR, (2020)