SlotMachines:DiscoveringWinningCombinationsofRandomWeightsinNeuralNetworksMaxwellMbabillaAladago1LorenzoTorresani1AbstractLearningtypicallyinvolveseitheroptimizinganetworkfromscratch(Krizhevskyetal...
DiscoveringsymbolicpolicieswithdeepreinforcementlearningMikelLandajuela1BrendenK.Petersen1SookyungKim1ClaudioP.Santiago1RubenGlatt1T.NathanMundhenk1JacobF.Pettit1DanielM.Faissol1AbstractFigure1:Alg...
CausalCuriosity:RLAgentsDiscoveringSelf-supervisedExperimentsforCausalRepresentationLearningSumedhASontakke1ArashMehrjou2LaurentItti1BernhardSchölkopf2Abstractform.Thus,therehasbeenrecentinteresti...
DiscoveringOptionsforExplorationbyMinimizingCoverTimeYuuJinnai1JeeWonPark1DavidAbel1GeorgeKonidaris1Abstractoptionsguaranteedtoreducetheexpectedcovertimeusingthetransitionfunctioneithergiventoorlea...
DiscoveringLatentCovarianceStructuresforMultipleTimeSeriesAnhTong1JaesikChoi1AbstracttheAutomaticBayesianCovarianceDiscovery(ABCD)whichsolvesregressiontasksusingGaussianProcess(GP)Analyzingmultivar...
DiscoveringContextEffectsfromRawChoiceDataArjunSeshadri1AlexanderPeysakhovich2JohanUgander1AbstractThemostwellknownandwidelyusedRUMisthecondi-tionalmultinomiallogit(MNL),alsocalledtheLucemodel,Many...
DiscoveringConditionallySalientFeatureswithStatisticalGuaranteesJaimeRoqueroGimenez1JamesZou2Abstractingsomestatisticalcontrolontherateoffalsediscoveries.Thisproblemhasbeenextensivelystudiedinthest...
DiscoveringInterpretableRepresentationsforBothDeepGenerativeandDiscriminativeModelsTameemAdel12ZoubinGhahramani123AdrianWeller124Abstractunderstandingthemodelandgaininginsightsaboutthecorresponding...
DiscoveringandRemovingExogenousStateVariablesandRewardsforReinforcementLearningThomasDietterich1GeorgeTrimponias2ZhitangChen2Abstractchannel.Thishighdegreeofstochasticitycanconfuserein-forcementlea...
DiscoveringDiscreteLatentTopicswithNeuralVariationalInferenceYishuMiao1EdwardGrefenstette2PhilBlunsom12AbstracteitherMonteCarloorVariationaltechniques(Jordanetal.,1999;Attias,2000;Beal,2003)).Howev...