CausalCuriosity:RLAgentsDiscoveringSelf-supervisedExperimentsforCausalRepresentationLearningSumedhASontakke1ArashMehrjou2LaurentItti1BernhardSchölkopf2Abstractform.Thus,therehasbeenrecentinteresti...
DesignofExperimentsforModelDiscriminationHybridisingAnalyticalandData-DrivenApproachesSimonOlofsson1MarcPeterDeisenroth12RuthMisener1AbstractAgency(EMA)handletheseapplications,respectively.TheFDAre...
CurriculumLearningbyTransferLearning:TheoryandExperimentswithDeepNetworksDaphnaWeinshall1GadCohen1DanAmir1Abstractforcementlearning(e.g.Gravesetal.,2017).Althoughitremainedforthemostpartinthefringe...
Near-OptimalDesignofExperimentsviaRegretMinimizationZeyuanAllen-Zhu1YuanzhiLi2AartiSingh3YiningWang3AbstractonewishestoselectknexperimentalsettingsfromXthatarethemoststatisticallyefficientforestabl...