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Fast Rates for Maximum Entropy Exploration.

, , , , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 34161-34221. PMLR, (2023)

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Model-free Posterior Sampling via Learning Rate Randomization., , , , , , , , and . CoRR, (2023)Fano's inequality for random variables., , and . CoRR, (2017)Model-Free Learning for Two-Player Zero-Sum Partially Observable Markov Games with Perfect Recall., , , and . CoRR, (2021)Non-Asymptotic Pure Exploration by Solving Games., , and . NeurIPS, page 14465-14474. (2019)Learning in two-player zero-sum partially observable Markov games with perfect recall., , , and . NeurIPS, page 11987-11998. (2021)Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees., , , , , , , , and . NeurIPS, (2022)Gradient Ascent for Active Exploration in Bandit Problems.. CoRR, (2019)UCB Momentum Q-learning: Correcting the bias without forgetting., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7609-7618. PMLR, (2021)Fast active learning for pure exploration in reinforcement learning., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7599-7608. PMLR, (2021)Fast Rates for Maximum Entropy Exploration., , , , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 34161-34221. PMLR, (2023)