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Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension.

, , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 2304-2313. PMLR, (2023)

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Reinforcement Learning from Human Feedback with Active Queries., , and . CoRR, (2024)Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes., , , and . CoRR, (2022)Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 24785-24811. PMLR, (2023)Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions., , , and . NeurIPS, (2022)Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation., , and . NeurIPS, page 14188-14199. (2021)Robust Attitude Regulation of Uncertain Spacecraft with Flexible Appendages., , and . ICNSC, page 442-447. IEEE, (2019)Learning Stochastic Shortest Path with Linear Function Approximation., , , and . CoRR, (2021)Minimax Optimal Reinforcement Learning for Discounted MDPs., , and . CoRR, (2020)Provably efficient representation selection in Low-rank Markov Decision Processes: from online to offline RL., , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 2488-2497. PMLR, (2023)Accurate Decision-Making Method for Air Combat Pilots Based on Data-Driven., , , , and . DMBD (2), volume 1745 of Communications in Computer and Information Science, page 439-448. Springer, (2022)