"Model-Based"的相关文档 - 文库宝

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标签“Model-Based”的相关文档，共22条

Towards Open-World Recommendation An Inductive Model-Based Collaborative Filtering Approach
TowardsOpen-WorldRecommendation:AnInductiveModel-BasedCollaborativeFilteringApproachQitianWu12HengruiZhang1XiaofengGao12JunchiYan12HongyuanZha3Abstract(MC)whereonehasauser-itemratingmatrixwhoseentr...
An Model-Based Collaborative Towards Inductive
2023-11-16 19:42:1119151.02 MB27
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Temporal Predictive Coding For Model-Based Planning In Latent Space
TemporalPredictiveCodingForModel-BasedPlanningInLatentSpaceTungNguyen1RuiShu2TuanPham1HungBui1StefanoErmon2Abstractever,itiswellknownthatperformingRLdirectlyinthehigh-dimensionalobservationspaceiss...
for in Model-Based Coding Temporal
2023-11-16 19:42:0212811.91 MB8
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RNNRepair Automatic RNN Repair via Model-Based Analysis
RNNRepair:AutomaticRNNRepairviaModel-BasedAnalysisXiaofeiXie12WenboGuo3LeiMa452WeiLe6JianWang1LingjunZhou7XinyuXing3YangLiu1Abstractthewrongprediction(Koh&Liang,2017).Oncetherootcauseisidentiﬁed,u...
Analysis Automatic via Model-Based RNN
2023-11-16 19:41:36995792.87 KB5
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PC-MLP Model-Based Reinforcement Learning with Policy Cover Guided Exploration
PC-MLP:Model-BasedReinforcementLearningwithPolicyCoverGuidedExplorationYudaSong1WenSun2Abstractsuccessrate0.5HandEgg0.4Model-BasedReinforcementLearning(RL)isa0.3DeepPC-MPL200000popularlearningparad...
Learning with Reinforcement Cover Model-Based
2023-11-16 19:28:2817373.18 MB23
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Model-Free and Model-Based Policy Evaluation when Causality is Uncertain
Model-FreeandModel-BasedPolicyEvaluationwhenCausalityisUncertainDavidBruns-Smith1Abstractunobservedshocksareoftenassumedtobedrawniidev-eryperiod.ConsidertheFederalReserveBoardadjustingWhendecision-...
and Model-Based Model-Free Evaluation Policy
2023-11-16 19:15:2611701.65 MB7
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Model-Based Reinforcement Learning via Latent-Space Collocation
Model-BasedReinforcementLearningviaLatent-SpaceCollocationOlehRybkin1ChuningZhu1AnushaNagabandi2KostasDaniilidis1IgorMordatch3SergeyLevine4AbstractLatCooptimizationoverlatentstatesTheabilitytoplani...
Learning Reinforcement via Model-Based Latent-Space
2023-11-16 19:15:261771990.54 KB30
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Model-Based Reinforcement Learning for Continuous Control with Posterior Sampling
Model-BasedReinforcementLearningforContinuousControlwithPosteriorSamplingYingFan1YifeiMing1AbstractinRLhasbeenoneofthemainchallenges:theagentisexpectedtobalancebetweenexploringunseenstate-actionBal...
Learning for with Reinforcement Model-Based
2023-11-16 19:15:261596900.88 KB8
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Continuous-time Model-Based Reinforcement Learning
Continuous-TimeModel-BasedReinforcementLearningÇag˘atayYıldız1MarkusHeinonen1HarriLähdesmäki1AbstractFigure1:AcomparisonoftruesolutionoftheCartPolesystemagainstdiscreteandcontinuous-timetraje...
Learning Reinforcement Model-Based Continuous-Time
2023-11-16 18:11:1514835.03 MB20
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Conservative Objective Models for Effective Offline Model-Based Optimization
ConservativeObjectiveModelsforEffectiveOfﬂineModel-BasedOptimizationBrandonTrabucco1AviralKumar1XinyangGeng1SergeyLevine1Abstracty-ylabel2yyLossInthispaper,weaimtosolvedata-drivenmodel-Learnedbase...
for Models Model-Based Effective Conservative
2023-11-16 18:11:131697880.5 KB12
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A Sharp Analysis of Model-Based Reinforcement Learning with Self-Play
ASharpAnalysisofModel-BasedReinforcementLearningwithSelf-PlayQinghuaLiu1TianchengYu2YuBai3ChiJin1Abstract1.IntroductionModel-Basedalgorithms—algorithmsthatexploreThispaperisconcernedwiththeproblem...
Learning of with Reinforcement Analysis
2023-11-16 17:51:591965317.86 KB26
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Provably Efficient Model-Based Policy Adaptation
ProvablyEfﬁcientModel-BasedPolicyAdaptationYudaSong1AditiMavalankar1WenSun2SicunGao1AbstractMordatchetal.,2015),ormeta-learnpoliciesormodelsthatcanbequicklyadaptedtoin-distributionenvironments(Fin...
Efficient Adaptation Model-Based Policy Provably
2023-11-14 21:46:0016797.27 MB24
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On Breaking Deep Generative Model-Based Defenses and Beyond
OnBreakingDeepGenerativeModel-BasedDefensesandBeyondYanzhiChen1RenjieXie2ZhanxingZhu3Abstract2018),featuredenoising(Liaoetal.,2018;Xieetal.,2019),randomizedsmoothing(Salmanetal.,2019;Cohenetal.,Dee...
and Generative on Deep Breaking
2023-11-14 21:45:27890664.01 KB29
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Model-Based Reinforcement Learning with Value-Targeted Regression
Model-BasedReinforcementLearningwithValue-TargetedRegressionAlexAyoub1ZeyuJia2CsabaSzepesva´ri13MengdiWang43LinF.Yang5Abstractmains,suchasgames,roboticsandscience,haswitnessedphenomenalempiricalad...
Learning with Reinforcement Regression Model-Based
2023-11-14 21:45:127175.92 MB23
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Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning
Context-awareDynamicsModelforGeneralizationinModel-BasedReinforcementLearningKiminLee1YounggyoSeo2SeunghyunLee2HonglakLee34JinwooShin2Abstractetal.,2019;Hafneretal.,2019;2020;Kaiseretal.,2020).Mode...
for Model in Model-Based generalization
2023-11-14 21:43:3514271.07 MB25
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Bidirectional Model-Based Policy Optimization
BidirectionalModel-BasedPolicyOptimizationHangLai1JianShen1WeinanZhang1YongYu1Abstractbehindtheirmodel-freecounterpartsduetomodelerror,whichisespeciallysevereformulti-steprolloutbecauseofModel-base...
Optimization Bidirectional Model-Based Policy
2023-11-14 21:43:1616872.71 MB16
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SOLAR Deep Structured Representations for Model-Based Reinforcement Learning
SOLAR:DeepStructuredRepresentationsforModel-BasedReinforcementLearningMarvinZhang1SharadVikram2LauraSmith1PieterAbbeel1MatthewJ.Johnson3SergeyLevine1AbstractFigure1.Ourmethodcanlearnpoliciesforcomp...
for Representations Reinforcement Deep Model-Based
2023-11-13 14:48:358663.5 MB2
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Model-Based Active Exploration
Model-BasedActiveExplorationPranavShyam1WojciechJas´kowski1FaustinoGomez1AbstractThisapproachisinherentlymorepowerfulthanreactiveex-ploration,butrequiresamethodtopredicttheconsequencesEfﬁcientexp...
Active Model-Based Exploration
2023-11-13 14:47:5213862.93 MB26
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Calibrated Model-Based Deep Reinforcement Learning
CalibratedModel-BasedDeepReinforcementLearningAliMalik1VolodymyrKuleshov12JiamingSong1DannyNemer2HarlanSeymour2StefanoErmon1AbstractFigure1.ModernModel-Basedplanningalgorithmswithproba-bilisticmode...
Learning Reinforcement Deep Model-Based Calibrated
2023-11-13 14:46:351914903.81 KB25
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PIPPS Flexible Model-Based Policy Search Robust to the Curse of Chaos
PIPPS:FlexibleModel-BasedPolicySearchRobusttotheCurseofChaosPaavoParmas1CarlEdwardRasmussen2JanPeters34KenjiDoya1AbstractVelocityPreviously,theexplodinggradientproblemhasPositionPositionbeenexplain...
Robust Model-Based Policy to Search
2023-11-13 12:00:2510962.78 MB15
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Lipschitz Continuity in Model-Based Reinforcement Learning
LipschitzContinuityinModel-BasedReinforcementLearningKavoshAsadi1DipendraMisra2MichaelL.Littman1Abstractintroduceanovelcharacterizationofmodels,referredtoasaLipschitzmodelclass,thatrepresentsstocha...
Learning Reinforcement in Model-Based Lipschitz
2023-11-13 12:00:0410532.2 MB13
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