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No-Regret Reinforcement Learning with Value Function Approximation: a Kernel Embedding Approach.

, and . CoRR, (2020)

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Bayesian Optimization under Heavy-tailed Payoffs., and . NeurIPS, page 13790-13801. (2019)No-regret Algorithms for Multi-task Bayesian Optimization., and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1873-1881. PMLR, (2021)Online Learning in Kernelized Markov Decision Processes., and . CoRR, (2018)On Differentially Private Federated Linear Contextual Bandits., and . ICLR, OpenReview.net, (2024)Provably Robust DPO: Aligning Language Models with Noisy Feedback., , and . ICML, OpenReview.net, (2024)Communication Efficient Secure and Private Multi-Party Deep Learning., , , , , and . IACR Cryptol. ePrint Arch., (2024)Misspecified Linear Bandits., , and . AAAI, page 3761-3767. AAAI Press, (2017)Online Learning in Kernelized Markov Decision Processes., and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3197-3205. PMLR, (2019)Shuffle Private Linear Contextual Bandits., and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3984-4009. PMLR, (2022)Bregman Deviations of Generic Exponential Families., , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 394-449. PMLR, (2023)