"Offline"的相关文档

标签“Offline”的相关文档，共15条

Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
UncertaintyWeightedActor-CriticforOfﬂineReinforcementLearningYueWu12ShuangfeiZhai1NitishSrivastava1JoshuaSusskind1JianZhang1RuslanSalakhutdinov2HanlinGoh1Abstractleveragingpriorexperience(Langeeta...
Learning for Reinforcement Uncertainty Actor-Critic
2023-11-16 19:42:1713508.62 MB14
下载文档
Representation Matters Offline Pretraining for Sequential Decision Making
RepresentationMatters:OfﬂinePretrainingforSequentialDecisionMakingMengjiaoYang1OﬁrNachum1AbstractFigure1.Asummaryoftheadvantagesofrepresentationlearningviacontrastiveself-prediction,acrossavariet...
for Decision Sequential Representation Matters
2023-11-16 19:41:3219992.13 MB29
下载文档
OptiDICE Offline Policy Optimization via Stationary Distribution Correction Estimation
OptiDICE:OfﬂinePolicyOptimizationviaStationaryDistributionCorrectionEstimationJongminLee1WonseokJeon23Byung-JunLee4JoellePineau235Kee-EungKim16Abstractandthentodeploythemodelwithitsparameterﬁxedw...
Optimization via Policy Distribution Stationary
2023-11-16 19:28:251741994.54 KB29
下载文档
Offline Meta-Reinforcement Learning with Advantage Weighting
OfﬂineMeta-ReinforcementLearningwithAdvantageWeightingEricMitchell1RafaelRafailov1XueBinPeng2SergeyLevine2ChelseaFinn1Abstractofreinforcementlearningalgorithms,whenthegoalistoultimatelylearnmanyta...
Learning with Weighting Meta-Reinforcement Offline
2023-11-16 19:15:4118031.27 MB10
下载文档
Offline Reinforcement Learning with Fisher Divergence Critic Regularization
OfﬂineReinforcementLearningwithFisherDivergenceCriticRegularizationIlyaKostrikov12JonathanTompson2RobFergus13OﬁrNachum2Abstractwheredeployinganewpolicytointeractwiththeliveen-vironmentisexpensive...
Learning with Reinforcement Fisher Divergence
2023-11-16 19:15:415161.56 MB16
下载文档
Offline Reinforcement Learning with Pseudometric Learning
OfﬂineReinforcementLearningwithPseudometricLearningRobertDadashi1ShidehRezaeifar2NinoVieillard13Le´onardHussenot14OlivierPietquin1MatthieuGeist1Abstractthatgeneratedtheseexperiences(Pomerleau,199...
Learning with Reinforcement Offline Pseudometric
2023-11-16 19:15:4117365.3 MB1
下载文档
Offline Contextual Bandits with Overparameterized Models
OfﬂineContextualBanditswithOverparameterizedModelsDavidBrandfonbrener1WilliamF.Whitney1RajeshRanganath1JoanBruna1AbstractIncontrast,thebestperformanceinmodernsupervisedlearningisoftenachievedbymas...
Models with Contextual Bandits Overparameterized
2023-11-16 19:15:401087599.3 KB24
下载文档
Is Pessimism Provably Efficient for Offline RL
IsPessimismProvablyEfﬁcientforOfﬂineRL?YingJin1ZhuoranYang2ZhaoranWang3AbstractVinyalsetal.,2017)reliesontwoingredients:(i)expressivefunctionapproximators,e.g.,deepneuralnetworks(LeCunWestudyofﬂ...
for Efficient Provably is RL
2023-11-16 18:47:051601887.78 KB12
下载文档
Instabilities of Offline RL with Pre-Trained Neural Representation
InstabilitiesofOfﬂineRLwithPre-TrainedNeuralRepresentationRuosongWang1YifanWu1RuslanSalakhutdinov1ShamM.Kakade23Abstract2018;Wangetal.,2018;Yuetal.,2019);itisseeingmuchrecentinterestduetothelargea...
of Neural with RL Offline
2023-11-16 18:47:0411021.83 MB27
下载文档
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
下载文档
Actionable Models Unsupervised Offline Reinforcement Learning of Robotic Skills
ActionableModels:UnsupervisedOfﬂineReinforcementLearningofRoboticSkillsYevgenChebotar1KarolHausman1YaoLu1TedXiao1DmitryKalashnikov1JakeVarley1AlexIrpan1BenjaminEysenbach12RyanJulian13ChelseaFinn14...
Learning of Models Reinforcement Unsupervised
2023-11-16 18:00:2314496.95 MB3
下载文档
Online Pricing with Offline Data Phase Transition and Inverse Square Law
OnlinePricingwithOfﬂineData:PhaseTransitionandInverseSquareLawJinzhiBu1DavidSimchi-Levi1YunzongXu1Abstractofﬂinehistoricaldataset(basedonhistoricalactions)atthetimethatthelearnerstartsanonlinelea...
Online with Data Phase transition
2023-11-14 21:45:40604471.85 KB27
下载文档
GradientDICE Rethinking Generalized Offline Estimation of Stationary Values
GradientDICE:RethinkingGeneralizedOfﬂineEstimationofStationaryValuesShangtongZhang1BoLiu2ShimonWhiteson1Abstractevaluationismoreﬂexible.Wecanevaluateanewpolicywithexistingdatainareplaybuffer(Lin,...
of Estimation Generalized Stationary Rethinking
2023-11-14 21:44:258081.39 MB5
下载文档
FormulaZero Distributionally Robust Online Adaptation via Offline Population Synthesis
FormulaZero:DistributionallyRobustOnlineAdaptationviaOfﬂinePopulationSynthesisAmanSinha1MatthewO’Kelly2HongruiZheng2RahulMangharam2JohnDuchi1RussTedrake3Abstractdel’Automobile,2019).Empirically,...
Online Adaptation via Robust Distributionally
2023-11-14 21:44:1518394.23 MB23
下载文档
An Optimistic Perspective on Offline Deep Reinforcement Learning
AnOptimisticPerspectiveonOfﬂineReinforcementLearningRishabhAgarwal1DaleSchuurmans12MohammadNorouzi1Abstractunsafe,orrequireahigh-ﬁdelitysimulatorthatisoftendifﬁ-culttobuild(Dulac-Arnoldetal.,201...
An Reinforcement on Deep Perspective
2023-11-14 21:43:0610131.06 MB10
下载文档

首页上页 1 下页尾页