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Sophie Langer
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Sophie Langer7 visible / 7 total nodes / 17 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalSophie LangerASophie LangerResearcherBeyond the Independence Assumption: Finite-Sample Guarantees for Deep Q-Learning under $τ$-MixingWBeyond the Independence...preprint / 2026Leon HalgrynALeon HalgrynResearcherE. Moritz HahnAE. Moritz HahnResearcherJanusz M. MeylahnAJanusz M. MeylahnResearcherMachine LearningTMachine Learning49008 worksEstimation of a function of low local dimensionality by deep neural networksWEstimation of a functio...preprint / 2020
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Sophie Langer

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PaperBeyond the Independence Assumption: Finite-Sample Guarantees for Deep Q-Learning under ττ-MixingAuthorship / preprint / 2026PersonLeon HalgrynCo-authorship / ResearcherPersonE. Moritz HahnCo-authorship / ResearcherPersonJanusz M. MeylahnCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperEstimation of a function of low local dimensionality by deep neural networksAuthorship / preprint / 2020

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