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Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees.

, , , , и . NeurIPS, (2022)

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Alessandro Valeri

Fluorescence resonance energy transfer between multiple chromophores studied by single-molecule spectroscopy. Uni Düsseldorf, (2009)

Alessandro Nova

Alessandro Zivelonghi

Alessandro Topa

Alessandro Mirizzi

 

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Reinforcement learning in extensive form games with incomplete information: the bargaining case study., , и . AAMAS, стр. 46. IFAAMAS, (2007)Improving Batch Reinforcement Learning Performance through Transfer of Samples., , и . STAIRS, том 179 из Frontiers in Artificial Intelligence and Applications, стр. 106-117. IOS Press, (2008)Transfer of samples in batch reinforcement learning., , и . ICML, том 307 из ACM International Conference Proceeding Series, стр. 544-551. ACM, (2008)Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning., , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 1573-1581. PMLR, (2018)Incremental Skill Acquisition for Self-motivated Learning Animats., , и . SAB, том 4095 из Lecture Notes in Computer Science, стр. 357-368. Springer, (2006)Parallel Higher Order Alternating Least Square for Tensor Recommender System., , и . AAAI Workshops, том WS-17 из AAAI Technical Report, AAAI Press, (2017)Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods., , и . NIPS, стр. 833-840. Curran Associates, Inc., (2007)Limiting Extrapolation in Linear Approximate Value Iteration., , , и . NeurIPS, стр. 5616-5625. (2019)Multi-Bandit Best Arm Identification., , , и . NIPS, стр. 2222-2230. (2011)Exploiting easy data in online optimization., , и . NIPS, стр. 810-818. (2014)