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Optimistic PAC Reinforcement Learning: the Instance-Dependent View., , and . CoRR, (2022)Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs., , and . NeurIPS, (2022)Optimistic PAC Reinforcement Learning: the Instance-Dependent View., , and . ALT, volume 201 of Proceedings of Machine Learning Research, page 1460-1480. PMLR, (2023)Best Policy Identification in discounted MDPs: Problem-specific Sample Complexity., and . CoRR, (2020)On the Complexity of All ε-Best Arms Identification., , and . ECML/PKDD (4), volume 13716 of Lecture Notes in Computer Science, page 317-332. Springer, (2022)Towards Instance-Optimality in Online PAC Reinforcement Learning., , and . CoRR, (2023)Adaptive Sampling for Best Policy Identification in Markov Decision Processes., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7459-7468. PMLR, (2021)Active Coverage for PAC Reinforcement Learning., , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 5044-5109. PMLR, (2023)Navigating to the Best Policy in Markov Decision Processes., , and . NeurIPS, page 25852-25864. (2021)On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence., , , and . CoRR, (2023)