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标签“Learning”的相关文档，共905条

Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning
VariationalEmpowermentasRepresentationLearningforGoal-BasedReinforcementLearningJongwookChoi†1ArchitSharma†2HonglakLee13SergeyLevine45ShixiangShaneGu4Abstract1IntroductionLearningtoreachgoalstate...
Learning for Variational Representation as
2023-11-16 19:42:2318784.59 MB18
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Variational Auto-Regressive Gaussian Processes for Continual Learning
VariationalAuto-RegressiveGaussianProcessesforContinualLearningSanyamKapoor1TheofanisKaraletsos2ThangD.Bui3Abstract(a)VAR-GP(ours)Throughsequentialconstructionofposteriorson(b)VCL(withcoresetsize10...
Learning for Variational Gaussian Processes
2023-11-16 19:42:229381.67 MB4
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Unsupervised Skill Discovery with Bottleneck Option Learning
UnsupervisedSkillDiscoverywithBottleneckOptionLearningJaekyeomKim1SeohongPark1GunheeKim1Abstractlearnedskillscanencouragetheexplorationforencounter-ingrewards,notonlybyprovidingusefulprimitivesfort...
Learning with Unsupervised Discovery Bottleneck
2023-11-16 19:42:2113738.1 MB8
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Unsupervised Learning of Visual 3D Keypoints for Control
UnsupervisedLearningofVisual3DKeypointsforControlBoyuanChen1PieterAbbeel1DeepakPathak2AbstractFigure1.Weproposeanend-to-endframeworkforunsupervisedLearningof3Dkeypointsfrommulti-viewimages.Thesekey...
3D Learning of for Unsupervised
2023-11-16 19:42:208203.34 MB20
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Unsupervised Representation Learning via Neural Activation Coding
UnsupervisedRepresentationLearningviaNeuralActivationCodingYookoonPark1SanghoLee2GunheeKim2DavidM.Blei1Abstract(a)Atinitialization(b)AfterNACtrainingWepresentneuralactivationcoding(NAC)asaFigure1.D...
Learning Neural Unsupervised via Coding
2023-11-16 19:42:20765682.79 KB18
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UniSpeech Unified Speech Representation Learning with Labeled and Unlabeled Data
UniSpeech:UniﬁedSpeechRepresentationLearningwithLabeledandUnlabeledDataChengyiWang1YuWu2YaoQian2KenichiKumatani2ShujieLiu2FuruWei2MichaelZeng2XuedongHuang2Abstractmajorityofthenearly7000languagess...
Learning with Representation Speech Labeled
2023-11-16 19:42:19901551.3 KB29
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UnICORNN A recurrent model for Learning very long time dependencies
UnICORNN:ArecurrentmodelforLearningverylongtimedependenciesT.KonstantinRusch1SiddharthaMishra1AbstractsuchasinLSTMs(Hochreiter&Schmidhuber,1997)andGRUs(Choetal.,2014),wheretheadditivestructureofThe...
Learning for Model Recurrent Long
2023-11-16 19:42:18574506.42 KB18
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Understanding self-supervised Learning dynamics without contrastive pairs
UnderstandingSelf-SupervisedLearningDynamicswithoutContrastivePairsYuandongTian1XinleiChen1SuryaGanguli12Abstractquiringexpensivetargetlabels(Devlinetal.,2018).Manystate-of-the-artSSLmethodsincompu...
Learning without Self-supervised Understanding Dynamics
2023-11-16 19:42:1715134.16 MB5
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Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
UncertaintyWeightedActor-CriticforOfﬂineReinforcementLearningYueWu12ShuangfeiZhai1NitishSrivastava1JoshuaSusskind1JianZhang1RuslanSalakhutdinov2HanlinGoh1Abstractleveragingpriorexperience(Langeeta...
Learning for Reinforcement Uncertainty Actor-Critic
2023-11-16 19:42:1713438.62 MB14
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Towards Understanding Learning in Neural Networks with Linear Teachers
TowardsUnderstandingLearninginNeuralNetworkswithLinearTeachersRoeiSarussi1AlonBrutzkus1AmirGloberson1Abstractwillseparatethedata.Whichofthesewillbefoundbygradientdescent?Cananeuralnetworkminimizing...
Learning Neural Networks with in
2023-11-16 19:42:121477594.64 KB4
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Towards Domain-Agnostic Contrastive Learning
TowardsDomain-AgnosticContrastiveLearningVikasVerma12Minh-ThangLuong1KenjiKawaguchi3HieuPham1QuocV.Le1Abstract(Dai&Le,2015;Howard&Ruder,2018;Petersetal.,2018;Radfordetal.,2019;Clarketal.,2020),ands...
Learning Towards Contrastive Domain-Agnostic
2023-11-16 19:42:10825463.02 KB20
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Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning
TowardUnderstandingtheFeatureLearningProcessofSelf-supervisedContrastiveLearningZixinWen1YuanzhiLi2AbstractcanevenoutperformthoselearnedbysupervisedLearninginseveraldownstreamtasks.Theremakablepote...
Learning of Feature Process the
2023-11-16 19:42:0911282.88 MB3
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Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing
TowardsBetterLaplacianRepresentationinReinforcementLearningwithGeneralizedGraphDrawingKaixinWang1KuangqiZhou1QixinZhang2JieShao3BryanHooi1JiashiFeng1AbstractFigure1.VisualizationofenvironmentandLap...
Learning Reinforcement in Representation Better
2023-11-16 19:42:0912332.67 MB26
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The Impact of Record Linkage on Learning from Feature Partitioned Data
TheImpactofRecordLinkageonLearningfromFeaturePartitionedDataRichardNock1StephenHardy2WilkoHenecka2HamishIvey-Law3JakubNabaglo3GiorgioPatrini4GuillaumeSmith2BrianThorne5Abstract"whenisaglobaltrained...
Learning of on the Impact
2023-11-16 19:42:057223.36 MB14
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TFix Learning to Fix Coding Errors with a Text-to-Text Transformer
TFix:LearningtoFixCodingErrorswithaText-to-TextTransformerBerkayBerabi12JingxuanHe1VeselinRaychev12MartinVechev1Abstractsuchasvariablemisuses(Allamanisetal.,2018)andintegertypeerrors(Coker&Haﬁz,20...
Learning with to Coding Errors
2023-11-16 19:42:041782465.86 KB28
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Tesseract Tensorised Actors for Multi-Agent Reinforcement Learning
Tesseract:TensorisedActorsforMulti-AgentReinforcementLearningAnujMahajan1MikayelSamvelyan2LeiMao3ViktorMakoviychuk3AnimeshGarg3JeanKossaiﬁ3ShimonWhiteson1YukeZhu3AnimashreeAnandkumar3Abstractarise...
Learning for Reinforcement Multi-Agent Tesseract
2023-11-16 19:42:031014831.89 KB4
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Tensor Programs IV Feature Learning in Infinite-Width Neural Networks
TensorProgramsIV:FeatureLearninginInﬁnite-WidthNeuralNetworksGregYang1EdwardJ.Hu23AbstractFigure1.PCAofWord2VecembeddingsoftopUScitiesandstates,forNTK,width-64,andwidth-∞featureLearningnetworksAs...
Learning Feature in IV Tensor
2023-11-16 19:42:0319691.06 MB26
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TempoRL Learning When to Act
TempoRL:LearningWhentoActAndre´Biedenkapp1RaghuRajan1FrankHutter12MariusLindauer3Abstracttemporalabstractionbyrequiringfewerdecisions;(iii)ex-plainabilityaslearnedagentscanindicatewhentheyexpectRe...
Learning to When Act TempoRL
2023-11-16 19:42:039602.79 MB20
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Temporally Correlated Task Scheduling for Sequence Learning
TemporallyCorrelatedTaskSchedulingforSequenceLearningXueqingWu1LewenWang2YingceXia2WeiqingLiu2LijunWu2ShufangXie2TaoQin2Tie-YanLiu2Abstractneousmachinetranslation,weneedtobegintranslationbeforeread...
Learning for Sequence Task Correlated
2023-11-16 19:42:021152879.87 KB25
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Temporal Difference Learning as Gradient Splitting
TemporalDifferenceLearningasGradientSplittingRuiLiu1AlexOlshevsky2AbstractTDusesdifferencesinpredictionsoversuccessivetimestepstodrivetheLearningprocess,withthepredictionatTemporaldifferencelearnin...
Learning Gradient Splitting Temporal as
2023-11-16 19:42:01819186.51 KB2
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