"Reinforcement"的相关文档 - 文库宝

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标签“Reinforcement”的相关文档，共211条

Kernel-Based Reinforcement Learning in Robust Markov Decision Processes
Kernel-BasedReinforcementLearninginRobustMarkovDecisionProcessesShiauHongLim1ArnaudAutef2AbstractThisclassincludeskernelaveraging,k-nearest-neighbor,weightedk-nearestneighbor,Bezierpatches,linearin...
Learning Reinforcement Markov Robust in
2023-11-13 14:47:341223480.15 KB3
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Information-Theoretic Considerations in Batch Reinforcement Learning
Information-TheoreticConsiderationsinBatchReinforcementLearningJinglinChen1NanJiang1AbstractwhentheyworkiscentraltoourunderstandingofRL.Ex-istingworksthatanalyzeerrorpropagationandﬁnitesam-Value-f...
Learning Reinforcement in Batch Information-theoretic
2023-11-13 14:47:311249389.51 KB8
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Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI
Grid-WiseControlforMulti-AgentReinforcementLearninginVideoGameAILeiHan1PengSun1YaliDu23JiechaoXiong1QingWang1XinghaiSun1HanLiu4TongZhang5Abstractetal.,2016),etc.Amongthese,RLingameAIresearchattract...
Learning for Reinforcement in Multi-Agent
2023-11-13 14:47:2312346.17 MB13
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Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
GenerativeAdversarialUserModelforReinforcementLearningBasedRecommendationSystemXinshiChen1†ShuangLi2HuiLi4ShaohuaJiang4YuanQi4LeSong34Abstractexplicitlytakeintoaccountthelong-termuserinterest.How-...
Learning for Adversarial Generative Reinforcement
2023-11-13 14:47:187491.46 MB29
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Fingerprint Policy Optimisation for Robust Reinforcement Learning
FingerprintPolicyOptimisationforRobustReinforcementLearningSupratikPaul1MichaelA.Osborne2ShimonWhiteson1Abstractacrossallpossiblesettings.Fortunately,policiescanoftenbetrainedandtestedinasimulatort...
Learning for Reinforcement Robust Policy
2023-11-13 14:47:121701574.04 KB14
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Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations
ExtrapolatingBeyondSuboptimalDemonstrationsviaInverseReinforcementLearningfromObservationsDanielS.Brown1WonjoonGoo1PrabhatNagarajan2ScottNiekum1AbstractFigure1.T-REXtakesasequenceofrankeddemonstrat...
Reinforcement via Beyond Inverse Demonstrations
2023-11-13 14:47:0717661.29 MB12
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Exploration Conscious Reinforcement Learning Revisited
ExplorationConsciousReinforcementLearningRevisitedLiorShani1YonathanEfroni1ShieMannor1AbstractRL,i.e,whenusingfunctionapproximation,remainsanopenproblem.Onthepracticalside,recentworkscom-TheExplora...
Learning Reinforcement Revisited Exploration Conscious
2023-11-13 14:47:051393361.18 KB28
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Dynamic Weights in Multi-Objective Deep Reinforcement Learning
DynamicWeightsinMulti-ObjectiveDeepReinforcementLearningAxelAbels12DiederikM.Roijers3TomLenaerts12AnnNowe´2DenisSteckelmacher2Abstractasalinearscalarizationwithweightsperobjectivethatareknowninadv...
Learning Reinforcement Deep in Dynamic
2023-11-13 14:47:0012381.85 MB11
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Distributional Reinforcement Learning for Efficient Exploration
DistributionalReinforcementLearningforEfﬁcientExplorationBorislavMavrin12HengshuaiYao3LinglongKong12KaiwenWu4YaoliangYu4AbstractDeterministicenvironmentIndistributionalReinforcementlearning(RL),th...
Learning for Efficient Reinforcement Exploration
2023-11-13 14:46:5712943.65 MB20
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Dead-ends and Secure Exploration in Reinforcement Learning
Dead-endsandSecureExplorationinReinforcementLearningMehdiFatemi1ShikharSharma1HarmvanSeijen1SamiraEbrahimiKahou2Abstracthastointeractwiththeenvironmentandlearnfromitsexpe-rience.Therealwaysexistsa(...
Learning and Reinforcement in Exploration
2023-11-13 14:46:496871.81 MB8
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CURIOUS Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
CURIOUS:IntrinsicallyMotivatedModularMulti-GoalReinforcementLearningCe´dricColas1PierreFournier2OlivierSigaud2MohamedChetouani2Pierre-YvesOudeyer1AbstractFigure1.TheModularGoalFetchArmenvironment....
Learning Reinforcement Modular CURIOUS Intrinsically
2023-11-13 14:46:469402.97 MB6
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Control Regularization for Reduced Variance Reinforcement Learning
ControlRegularizationforReducedVarianceReinforcementLearningRichardCheng1AbhinavVerma2Ga´borOrosz3SwaratChaudhuri2YisongYue1JoelW.Burdick1Abstractrithmsfocusonmaximizingthelong-termrewardthroughtr...
Learning for Reinforcement Variance Control
2023-11-13 14:46:459521.16 MB10
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Composing Value Functions in Reinforcement Learning
ComposingValueFunctionsinReinforcementLearningBenjaminvanNiekerk1StevenJames1AdamEarle1BenjaminRosman12Abstractpreviousabilities.Animportantpropertyforlifelong-learningInReinforcementlearning(RL),o...
Learning Reinforcement in Composing Value
2023-11-13 14:46:425032.37 MB24
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Collaborative Evolutionary Reinforcement Learning
CollaborativeEvolutionaryReinforcementLearningShauhardaKhadka12SomdebMajumdar1TarekNassar1ZachDwiel1EvrenTumer1SantiagoMiret1YinyinLiu1KaganTumer2Abstracttoroboticcontrol(Andrychowiczetal.,2017;Lil...
Learning Reinforcement Collaborative Evolutionary
2023-11-13 14:46:391777867.01 KB5
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Calibrated Model-Based Deep Reinforcement Learning
CalibratedModel-BasedDeepReinforcementLearningAliMalik1VolodymyrKuleshov12JiamingSong1DannyNemer2HarlanSeymour2StefanoErmon1AbstractFigure1.Modernmodel-basedplanningalgorithmswithproba-bilisticmode...
Learning Reinforcement Deep Model-Based Calibrated
2023-11-13 14:46:351914903.81 KB25
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Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
BayesianActionDecoderforDeepMulti-AgentReinforcementLearningJakobN.Foerster12H.FrancisSong3EdwardHughes3NeilBurch3IainDunning3ShimonWhiteson1MatthewM.Botvinick3MichaelBowling3Abstract1.Introduction...
for Reinforcement Deep Bayesian Multi-Agent
2023-11-13 14:46:281908598.79 KB23
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Actor-Attention-Critic for Multi-Agent Reinforcement Learning
Actor-Attention-CriticforMulti-AgentReinforcementLearningShariqIqbal1FeiSha12Abstractmentlearninghavebeendeveloped.Thesimplestapproachistotraineachagentindependentlytomaximizetheirin-Reinforcementl...
Learning for Reinforcement Multi-Agent Actor-Attention-Critic
2023-11-13 14:46:181506758.8 KB26
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Action Robust Reinforcement Learning and Applications in Continuous Control
ActionRobustReinforcementLearningandApplicationsinContinuousControlChenTessler1YonathanEfroni1ShieMannor1AbstractTheadvantageofrobustpoliciesishighlightedwhencon-sideringimperfectmodels,acommonscen...
Learning and Reinforcement Robust in
2023-11-13 14:46:161153424.77 KB29
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A Deep Reinforcement Learning Perspective on Internet Congestion Control
ADeepReinforcementLearningPerspectiveonInternetCongestionControlNathanJay1NogaH.Rotman2P.BrightenGodfrey1MichaelSchapira2AvivTamar3AbstractFigure1:MultipletrafﬁcﬂowssharingalinkWepresentandinvest...
Learning Reinforcement on Deep Perspective
2023-11-13 14:46:11604871.13 KB15
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Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
TransferinDeepReinforcementLearningUsingSuccessorFeaturesandGeneralisedPolicyImprovementAndre´Barreto1DianaBorsa1JohnQuan1TomSchaul1DavidSilver1MatteoHessel1DanielMankowitz1AugustinZˇ´ıdek1Re´...
Learning Using Reinforcement Deep in
2023-11-13 12:00:5413771.59 MB27
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