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Philippe Preux
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Philippe Preux19 visible / 19 total nodes / 42 links

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Works onRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalPhilippe PreuxAPhilippe PreuxResearcherBandits attack function optimizationWBandits attack function...preprint / 2026When (and How) to Trust the Expert: Diagnosing Query-Time Expert-Guided Reinforcement LearningWWhen (and How) to Trust...preprint / 2026Riad AkrourARiad AkrourResearcherRémi MunosARémi MunosResearcherMichal ValkoAMichal ValkoResearcherYann BerthelotAYann BerthelotResearcherArtificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksI'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden actionWI'm sorry Dave, I'm afr...preprint / 2020MERL: Multi-Head Reinforcement LearningWMERL: Multi-Head Reinfo...preprint / 2020Multiple functional regression with both discrete and continuous covariatesWMultiple functional reg...preprint / 2013A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement LearningWA Machine of Few Words ...preprint / 2020Fast Reinforcement Learning with Large Action Sets using Error-Correcting Output Codes for MDP FactorizationWFast Reinforcement Lear...preprint / 2012Datum-Wise Classification: A Sequential Approach to SparsityWDatum-Wise Classificati...preprint / 2011Functional Regularized Least Squares Classi cation with Operator-valued KernelsWFunctional Regularized ...preprint / 2013Improving offline evaluation of contextual bandit algorithms via bootstrapping techniquesWImproving offline evalu...preprint / 2014Cold-start Problems in Recommendation Systems via Contextual-bandit AlgorithmsWCold-start Problems in ...preprint / 2014A Generalized Kernel Approach to Structured Output LearningWA Generalized Kernel Ap...preprint / 2015
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Philippe Preux

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PaperBandits attack function optimizationAuthorship / preprint / 2026PaperWhen (and How) to Trust the Expert: Diagnosing Query-Time Expert-Guided Reinforcement LearningAuthorship / preprint / 2026PersonRiad AkrourCo-authorship / ResearcherPersonRémi MunosCo-authorship / ResearcherPersonMichal ValkoCo-authorship / ResearcherPersonYann BerthelotCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 worksTopicMachine LearningWorks on / 49008 works

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