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Alexey Naumov
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Alexey Naumov17 visible / 17 total nodes / 39 links

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Co-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAlexey NaumovAAlexey NaumovResearcherOn Gaussian approximation for entropy-regularized Q-learning with function approximationWOn Gaussian approximati...preprint / 2026Artemy RubtsovAArtemy RubtsovResearcherRahul SinghARahul SinghResearcherEric MoulinesAEric MoulinesResearcherSergey SamsonovASergey SamsonovResearcherElliptic law for real random matricesWElliptic law for real r...preprint / 2012Machine LearningTMachine Learning49008 worksAsymptotic analysis of symmetric functionsWAsymptotic analysis of ...preprint / 2016On minimal singular values of random matrices with correlated entriesWOn minimal singular val...preprint / 2013On one generalization of the elliptic law for random matricesWOn one generalization o...preprint / 2014Distribution of Linear Statistics of Singular Values of the Product of Random MatricesWDistribution of Linear ...preprint / 2015Local semicircle law under moment conditions. Part II: Localization and delocalizationWLocal semicircle law un...preprint / 2016Local semicircle law under moment conditions. Part I: The Stieltjes transformWLocal semicircle law un...preprint / 2016On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD LearningWOn the Stability of Ran...preprint / 2021Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian NoiseWFinite Time Analysis of...preprint / 2020From Dirichlet to Rubin: Optimistic Exploration in RL without BonusesWFrom Dirichlet to Rubin...preprint / 2022
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Alexey Naumov

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PaperOn Gaussian approximation for entropy-regularized Q-learning with function approximationAuthorship / preprint / 2026PersonArtemy RubtsovCo-authorship / ResearcherPersonRahul SinghCo-authorship / ResearcherPersonEric MoulinesCo-authorship / ResearcherPersonSergey SamsonovCo-authorship / ResearcherPaperElliptic law for real random matricesAuthorship / preprint / 2012TopicMachine LearningWorks on / 49008 worksPaperAsymptotic analysis of symmetric functionsAuthorship / preprint / 2016

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