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Importance Weighted Transfer of Samples in Reinforcement Learning.

, , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4943-4952. PMLR, (2018)

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Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning., , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 1573-1581. PMLR, (2018)Stochastic Variance-Reduced Policy Gradient., , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4023-4032. PMLR, (2018)No-Regret Exploration in Goal-Oriented Reinforcement Learning., , , , and . CoRR, (2019)Inverse Reinforcement Learning through Policy Gradient Minimization., and . AAAI, page 1993-1999. AAAI Press, (2016)Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection., , , , , and . NeurIPS, page 16371-16383. (2021)Leveraging Good Representations in Linear Contextual Bandits., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 8371-8380. PMLR, (2021)On the Complexity of Representation Learning in Contextual Linear Bandits., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7871-7896. PMLR, (2023)A Unified Framework for Conservative Exploration., , , , , , , and . CoRR, (2021)A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3538-3546. PMLR, (2021)Kernel-Based Reinforcement Learning: A Finite-Time Analysis., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2783-2792. PMLR, (2021)