"Policies"的相关文档

标签“Policies”的相关文档，共16条

Optimal Off-Policy Evaluation from Multiple Logging Policies
OptimalOff-PolicyEvaluationfromMultipleLoggingPoliciesNathanKallus1YutaSaito1MasatoshiUehara1AbstractInmostoftheabovestudies,theobservationsusedtoevalu-ateanewpolicyareassumedgeneratedbyasinglelogg...
from Optimal Multiple Off-Policy Evaluation
2023-11-16 19:28:251447434.3 KB23
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Neuro-algorithmic Policies Enable Fast Combinatorial Generalization
Neuro-algorithmicPoliciesEnableFastCombinatorialGeneralizationMarinVlastelica1,MichalRolínek1GeorgMartius1inputrepresentationt+2Dijkstra'sshortestpathpredictedHammingexpert2frameslearningt+1trajec...
Fast generalization Policies Combinatorial Neuro-algorithmic
2023-11-16 19:15:379409.52 MB12
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Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis
LearningQueueingPoliciesforOrganTransplantationAllocationusingInterpretableCounterfactualSurvivalAnalysisJeroenBerrevoets1AhmedM.Alaa2ZhaozhiQian1JamesJordon3AlexanderGimson4MihaelavanderSchaar125A...
Learning for Allocation Policies Queueing
2023-11-16 19:05:0219482 MB24
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Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
LearningFairPoliciesinDecentralizedCooperativeMulti-AgentReinforcementLearningMatthieuZimmer1ClaireGlanois1UmerSiddique1PaulWeng12Abstractcurrentmainfocusisontheirperformancewithrespecttothetotal(o...
Learning in Multi-Agent Decentralized Policies
2023-11-16 19:04:5915315.08 MB17
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Discovering symbolic Policies with deep reinforcement learning
DiscoveringsymbolicPolicieswithdeepreinforcementlearningMikelLandajuela1BrendenK.Petersen1SookyungKim1ClaudioP.Santiago1RubenGlatt1T.NathanMundhenk1JacobF.Pettit1DanielM.Faissol1AbstractFigure1:Alg...
Learning with Reinforcement Deep Symbolic
2023-11-16 18:31:0913991.64 MB9
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Decision-Making Under Selective Labels Optimal Finite-Domain Policies and Beyond
Decision-MakingUnderSelectiveLabels:OptimalFinite-DomainPoliciesandBeyondDennisWei1Abstracttoobserveitifbailisdenied.Inhiring,acandidate’sjobperformanceisobservedonlyiftheyarehired.Selectivelabels...
Optimal under Labels Policies Selective
2023-11-16 18:30:5912723.73 MB22
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Learning Near Optimal Policies with Low Inherent Bellman Error
LearningNearOptimalPolicieswithLowInherentBellmanErrorAndreaZanette1AlessandroLazaric2MykelKochenderfer1EmmaBrunskill1Abstract1.IntroductionWestudytheexplorationproblemwithapprox-Improvingthesample...
Learning with Optimal low Policies
2023-11-14 21:44:54538524.02 KB28
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Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards
LearningFairPoliciesinMultiobjective(Deep)ReinforcementLearningwithAverageandDiscountedRewardsUmerSiddique1PaulWeng12MatthieuZimmer1AbstractcurrentAImethodsdonothandlewellsituationswheretheyimpactm...
Learning Reinforcement Deep in Multi-objective
2023-11-14 21:44:529401.73 MB12
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Learning Calibratable Policies using Programmatic Style-Consistency
LearningCalibratablePoliciesusingProgrammaticStyle-ConsistencyEricZhan1AlbertTseng1YisongYue1AdithSwaminathan2MatthewHausknecht2Abstractthatthebehaviorscanexhibitverydiversestyles(e.g.,frommultiple...
Learning Using Policies Programmatic Calibratable
2023-11-14 21:44:5114581.88 MB18
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Generalized Neural Policies for Relational MDPs
SymbolicNetwork:GeneralizedNeuralPoliciesforRelationalMDPsSankalpGarg1AniketBajpai1Mausam1Abstract1.IntroductionARelationalMarkovDecisionProcess(RMDP)ARelationalMarkovDecisionProcess(RMDP)(Boutilie...
Neural for Relational Generalized Policies
2023-11-14 21:44:227721.19 MB16
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Learning Optimal Fair Policies
LearningOptimalFairPoliciesRaziehNabi1DanielMalinsky1IlyaShpitser1Abstractspaceofpossibleactions,orasequenceofsuchfunctions)ischosentomaximizesomepre-speciﬁedoutcomequantity,Systematicdiscriminato...
Learning Optimal Policies Fair
2023-11-13 14:47:401692330.42 KB26
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Learning Novel Policies For Tasks
LearningNovelPoliciesForTasksYunboZhang1WenhaoYu1GregTurk1Abstractindifferentsituations.Inthiswork,wepresentareinforcementlearningThegoalofourworkistoprovidereinforcementlearningalgorithmthatcanﬁn...
Learning for Tasks Policies Novel
2023-11-13 14:47:408111.4 MB4
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Imitating Latent Policies from Observation
ImitatingLatentPoliciesfromObservationAshleyD.Edwards1HimanshuSahni1YannickSchroecker1CharlesL.Isbell1Abstractnariosandcostlytoobtain.Thus,weneedamechanismforlearningPoliciesfromobservationalonewit...
from Latent Policies Imitating Observation
2023-11-13 14:47:2811823.34 MB22
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Composing Entropic Policies using Divergence Correction
ComposingEntropicPoliciesusingDivergenceCorrectionJonathanJHunt1AndreBarreto1TimothyPLillicrap1NicolasHeess1Abstractetal.,2012;Haith&Krakauer,2013)However,oncesuchskillshavebeenacquiredhumansrapidl...
Using Composing Policies Divergence Entropic
2023-11-13 14:46:4219911.95 MB23
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Latent Space Policies for Hierarchical Reinforcement Learning
LatentSpacePoliciesforHierarchicalReinforcementLearningTuomasHaarnoja1KristianHartikainen2PieterAbbeel1SergeyLevine1AbstractresentationsintoRListhepotentialfortheemergenceofhi-erarchies,whichcanena...
Learning for Reinforcement Hierarchical Latent
2023-11-13 11:59:525182.4 MB15
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Reinforcement Learning with Deep Energy-Based Policies
ReinforcementLearningwithDeepEnergy-BasedPoliciesTuomasHaarnoja1HaoranTang2PieterAbbeel134SergeyLevine1AbstractstochasticPoliciesaredesirableforexploration,thisex-plorationistypicallyattainedheuris...
Learning with Reinforcement Deep Energy-Based
2023-11-12 20:45:0719112.18 MB28
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