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Transfer of Value Functions via Variational Methods., , and . NeurIPS, page 6182-6192. (2018)Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees., , , , and . NeurIPS, (2022)Transfer of Samples in Policy Search via Multiple Importance Sampling., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 6264-6274. PMLR, (2019)Simple Ingredients for Offline Reinforcement Learning., , , , , and . CoRR, (2024)Towards Instance-Optimality in Online PAC Reinforcement Learning., , and . CoRR, (2023)Active Coverage for PAC Reinforcement Learning., , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 5044-5109. PMLR, (2023)On Elimination Strategies for Bandit Fixed-Confidence Identification., and . NeurIPS, (2022)Feature Selection via Mutual Information: New Theoretical Insights., , , , and . IJCNN, page 1-9. IEEE, (2019)A Fully Problem-Dependent Regret Lower Bound for Finite-Horizon MDPs., , and . CoRR, (2021)Optimistic PAC Reinforcement Learning: the Instance-Dependent View., , and . ALT, volume 201 of Proceedings of Machine Learning Research, page 1460-1480. PMLR, (2023)