"Safe"的相关文档

标签“Safe”的相关文档，共14条

Safe Reinforcement Learning with Linear Function Approximation
SafeReinforcementLearningwithLinearFunctionApproximationSanaeAmani1ChristosThrampoulidis2LinF.Yang1Abstractactionmayleadtocatastrophicresults.Thus,SafetyinRLhasbecomeaseriousissuethatrestrictstheap...
Learning Approximation with Reinforcement Linear
2023-11-16 19:41:391103663.7 KB15
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Safe Reinforcement Learning Using Advantage-Based Intervention
SafeReinforcementLearningUsingAdvantage-BasedInterventionNolanWagener1ByronBoots2Ching-AnCheng3AbstractFigure1.Advantage-basedinterventionofSAILRandconstruc-tionofthesurrogateMDPM.InM,wheneverthepo...
Learning Using Reinforcement Safe Intervention
2023-11-16 19:41:391814907.47 KB24
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CRPO A New Approach for Safe Reinforcement Learning with Convergence Guarantee
CRPO:ANewApproachforSafeReinforcementLearningwithConvergenceGuaranteeTengyuXu1YingbinLang1GuanghuiLan2AbstractMind,2019)andrecommendationsystem(Zhengetal.,2018),etc.Inthesesettings,theagentisallowe...
Learning for Reinforcement Approach New
2023-11-16 18:30:54813912.74 KB2
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Accelerating Safe Reinforcement Learning with Constraint-mismatched Baseline Policies
AcceleratingSafeReinforcementLearningwithConstraint-mismatchedBaselinePoliciesTsung-YenYang1JustinianRosca2KarthikNarasimhan1PeterJ.Ramadge1Abstractorothercosts.Forinstance,whenyoudriveanunfamiliar...
Learning with Reinforcement Accelerating Safe
2023-11-16 18:00:2118805.28 MB20
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Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences
SafeImitationLearningviaFastBayesianRewardInferencefromPreferencesDanielS.Brown1RussellColeman12RaviSrinivasan2ScottNiekum1Abstractdemonstrations,itisimportantforanagenttobeabletoprovidehigh-conﬁd...
Learning Bayesian via Fast Imitation
2023-11-14 21:46:161463405.42 KB5
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Safe screening rules for L0-regression
SafeScreeningRulesfor0-RegressionfromPerspectiveRelaxationsAlperAtamtu¨rk1Andre´sGo´mez2Abstract2015),andthe2(ridge)regularization(Hoerl&Kennard,1970)imposesbias/shrinkageintheregressioncoefﬁci...
for Rules Safe Screening L0-regression
2023-11-14 21:46:151788682.15 KB1
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Safe Reinforcement Learning in Constrained Markov Decision Processes
SafeReinforcementLearninginConstrainedMarkovDecisionProcessesAkifumiWachi1YananSui2Abstractessentialrequirement,theprimaryobjectiveisnonethelesstoobtainrewards(e.g.,scientiﬁcgain).Safereinforcemen...
Learning Reinforcement Markov in Constrained
2023-11-14 21:46:1516342.47 MB15
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Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data
SafeDeepSemi-SupervisedLearningforUnseen-ClassUnlabeledDataLan-ZheGuo1Zhen-YuZhang1YuanJiang1Yu-FengLi1Zhi-HuaZhou1AbstractFigure1.Oneexampleofclassdistributionmismatch.Unlabeleddatacontainsclasses...
Learning for Deep Unlabeled Semi-Supervised
2023-11-14 21:46:1412684.28 MB2
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Fast OSCAR and OWL with Safe Screening Rules
FastOSCARandOWLRegressionviaSafeScreeningRulesRunxueBao1BinGu2HengHuang12Abstractwithoutanypriorinformationoffeaturegroups.Remark-ably,(Buetal.,2019)concludedthatithastwogoodproper-OrderedWeightedL...
and with Fast Safe Screening
2023-11-14 21:44:121040437.95 KB30
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Safe Grid Search with Optimal Complexity
SafeGridSearchwithOptimalComplexityEugeneNdiaye1TamLe1OlivierFercoq2JosephSalmon3IchiroTakeuchi4Abstracttheﬁrstpart(trainingset)themethodistrainedforapre-deﬁnedcollectionofcandidatesΛT:={λ0,......
with Complexity Optimal Search Safe
2023-11-13 14:48:27750548.19 KB5
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Safe Policy Improvement with Baseline Bootstrapping
SafePolicyImprovementwithBaselineBootstrappingRomainLaroche1PaulTrichelair1RemiTachetdesCombes1AbstractisakeychallengeofmodernRLthatneedstobetackledbeforeanywide-scaleadoption.ThispaperconsidersSaf...
with Policy Safe Baseline Bootstrapping
2023-11-13 14:48:271162822.36 KB10
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Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces
AdaptiveandSafeBayesianOptimizationinHighDimensionsviaOne-DimensionalSubspacesJohannesKirschner1Mojm´ırMutny´1NicoleHiller2RasmusIschebeck2AndreasKrause1Abstract5ﬁnalvalueBayesianoptimizationis...
Adaptive Optimization and Bayesian in
2023-11-13 14:46:196971.03 MB22
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Stagewise Safe Bayesian Optimization with Gaussian Processes
StagewiseSafeBayesianOptimizationwithGaussianProcessesYananSui1VincentZhuang1JoelW.Burdick1YisongYue1AbstractManyoftheseapplicationsarealsosubjecttoavarietyofSafetyconstraints,sothatactionscannotbe...
Optimization with Gaussian Bayesian Processes
2023-11-13 12:00:4315461005.7 KB17
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Safe Element Screening for Submodular Function Minimization
SafeElementScreeningforSubmodularFunctionMinimizationWeizhongZhang1BinHong2LinMa1WeiLiu1TongZhang1Abstractwithconvexfunctions.Theyarisenaturallyinmanydomain-s,suchasclustering(Narasimhan&Bilmes,200...
for Submodular Minimization Function Safe
2023-11-13 12:00:35515592.44 KB1
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