"Value"的相关文档

标签“Value”的相关文档，共19条

Value Iteration in Continuous Actions, States and Time
ValueIterationinContinuousActions,StatesandTimeMichaelLutter12ShieMannor13JanPeters2DieterFox14AnimeshGarg15AbstractValueIterationFittedValueIterationContinuousFittedValueIterationClassicalValueite...
and in Value Continuous Iteration
2023-11-16 19:42:2210028.26 MB7
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Value Alignment Verification
ValueAlignmentVeriﬁcationDanielS.Brown1JordanSchneider2AncaDragan1ScottNiekum2AbstractvideatheoreticalanalysisoftheproblemofefﬁcientValuealignmentveriﬁcation:howtoefﬁcientlytestwhetheraAshumans...
Value Alignment verification
2023-11-16 19:42:211143852.12 KB9
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UneVEn Universal Value Exploration for Multi-Agent Reinforcement Learning
UneVEn:UniversalValueExplorationforMulti-AgentReinforcementLearningTarunGupta1AnujMahajan1BeiPeng1WendelinBo¨hmer2ShimonWhiteson1Abstractfactorization,thejointactionValuefunctioncanbedecen-trallym...
for Reinforcement Multi-Agent Exploration Value
2023-11-16 19:42:1812772.84 MB30
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Posterior Value Functions Hindsight Baselines for Policy Gradient Methods
PosteriorValueFunctions:HindsightBaselinesforPolicyGradientMethodsChrisNota1BrunoCastrodaSilva1PhilipS.Thomas1Abstractcases,suchinformationcanbeusefulforassessingwhichoutcomeswerelikelytohaveoccurr...
for Policy Value Functions Posterior
2023-11-16 19:28:301952802.41 KB23
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PID Accelerated Value Iteration Algorithm
PIDAcceleratedValueIterationAlgorithmAmir-massoudFarahmand12MohammadGhavamzadeh3AbstractapproximationoftheValueoraction-Valuefunctions,i.e.,Vk+1←TπVkorQk+1←T∗Qk.FordiscountedMDPs,Theconvergence...
Algorithm Accelerated Value Iteration PID
2023-11-16 19:28:299541.27 MB7
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DFAC Framework Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
DFACFramework:FactorizingtheValueFunctionviaQuantileMixtureforMulti-AgentDistributionalQ-LearningWei-FangSun123Cheng-KuangLee2Chun-YiLee1Abstractoptimizetheoverallrewardsineachepisode.Nevertheless,...
the via Value Function Framework
2023-11-16 18:31:0413461.27 MB13
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Decoupling Value and Policy for Generalization in Reinforcement Learning
DecouplingValueandPolicyforGeneralizationinReinforcementLearningRobertaRaileanu1RobFergus1Abstractization(Farebrotheretal.,2018;Zhangetal.,2018a;Cobbeetal.,2018;Igletal.,2019),dataaugmentation(Cobb...
for and in Policy Value
2023-11-16 18:31:0017474.61 MB29
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Multi-Agent Routing Value Iteration Network
Multi-AgentRoutingValueIterationNetworkQuinlanSykoraMengyeRenRaquelUrtasunAbstractFigure1.Avisualizationoftherouteproducedbyaﬂeetoftwentyvehiclesusingourproposedalgorithm.ColorsdenotedifferentInth...
Multi-Agent Routing Value Network Iteration
2023-11-14 21:45:1410895.23 MB11
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Constrained Markov Decision Processes via Backward Value Functions
ConstrainedMarkovDecisionProcessesviaBackwardValueFunctionsHarshSatija123PhilipAmortila12JoellePineau123Abstractalgorithmshasbeenlimitedtosimulators,wherethelearn-ingalgorithmhastheabilitytoresetth...
Markov via Constrained Decision Processes
2023-11-14 21:43:341643862.54 KB18
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The Value Function Polytope in Reinforcement Learning
TheValueFunctionPolytopeinReinforcementLearningRobertDadashi1AdrienAliTa¨ıga12NicolasLeRoux1DaleSchuurmans13MarcG.Bellemare1AbstractLinetheorem.Weshowthatpoliciesthatagreeonallbutonestategenerate...
Learning Reinforcement the in Value
2023-11-13 14:48:466535.41 MB14
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The information-theoretic Value of unlabeled data in semi-supervised learning
TheInformation-TheoreticValueofUnlabeledDatainSemi-SupervisedLearningAlexanderGolovnev1Da´vidPa´l2Bala´zsSzo¨re´nyi2Abstractofalgorithmsindexedbythe(uncountablymany)distri-butionsoverthedomain...
of the Data in Value
2023-11-13 14:48:45608376.33 KB20
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Separating Value functions across time-scales
SeparatingValuefunctionsacrosstime-scalesJoshuaRomoff12PeterHenderson3AhmedTouati42EmmaBrunskill3JoellePineau12YannOllivier2Abstractvergenceproperties,makinglearningmoreefﬁcientandstable(Bertsekas...
Value Functions Across Separating time-scales
2023-11-13 14:48:3218441.1 MB9
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Self-similar Epochs Value in arrangement
Self-SimilarEpochs:ValueinArrangementEliavBuchnik12EdithCohen21AvinatanHassidim2YossiMatias2Abstractbroad:entitiescanbeofoneormultipletypesandexampleassociationsusedfortrainingcanberaworpreprocesse...
in Value Epochs Self-similar arrangement
2023-11-13 14:48:3112733.33 MB5
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Concentration Inequalities for Conditional Value at Risk
ConcentrationInequalitiesforConditionalValueatRiskPhilipS.Thomas1ErikLearned-Miller1AbstractPrashanth&Ghavamzadeh,2013;Chow&Ghavamzadeh,2014;Tamaretal.,2015;Pintoetal.,2017;Morimuraetal.,Inthispape...
for Conditional at Value Risk
2023-11-13 14:46:4314703.82 MB17
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Composing Value Functions in Reinforcement Learning
ComposingValueFunctionsinReinforcementLearningBenjaminvanNiekerk1StevenJames1AdamEarle1BenjaminRosman12Abstractpreviousabilities.Animportantpropertyforlifelong-learningInreinforcementlearning(RL),o...
Learning Reinforcement in Composing Value
2023-11-13 14:46:425022.37 MB24
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Smoothed Action Value Functions for Learning Gaussian Policies
SmoothedActionValueFunctionsforLearningGaussianPoliciesOﬁrNachum1MohammadNorouzi1GeorgeTucker1DaleSchuurmans12Abstracthard-maxnotionofQ-Value,deﬁnedastheexpectedreturnoffollowinganoptimalpolicy.S...
Learning for Gaussian Value Functions
2023-11-13 12:00:41691687.26 KB5
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QMIX Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
QMIX:MonotonicValueFunctionFactorisationforDeepMulti-AgentReinforcementLearningTabishRashid1MikayelSamvelyan2ChristianSchroederdeWitt1GregoryFarquhar1JakobFoerster1ShimonWhiteson1Abstract(a)5Marine...
for Deep Factorisation Value Monotonic
2023-11-13 12:00:308652.68 MB9
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Policy and Value Transfer in Lifelong Reinforcement Learning
PolicyandValueTransferinLifelongReinforcementLearningDavidAbel†1YuuJinnai†1YueGuo1GeorgeKonidaris1MichaelL.Littman1Abstractcomputedpoliciesfromrelatedtasks(Ferna´ndez&Veloso,2006;Taylor&Stone,20...
and Reinforcement in Policy Transfer
2023-11-13 12:00:2515391.92 MB12
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Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs
DeepValueNetworksLearntoEvaluateandIterativelyReﬁneStructuredOutputsMichaelGygli1MohammadNorouzi2AneliaAngelova2Abstractcomplicatedhighlevelreasoningtoresolveambiguity.Weapproachstructuredoutputpr...
Networks and Deep to Value
2023-11-12 20:44:10564801.03 KB24
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