"Exploration"的相关文档

标签“Exploration”的相关文档，共50条

Discovering Options for Exploration by Minimizing Cover Time
DiscoveringOptionsforExplorationbyMinimizingCoverTimeYuuJinnai1JeeWonPark1DavidAbel1GeorgeKonidaris1Abstractoptionsguaranteedtoreducetheexpectedcovertimeusingthetransitionfunctioneithergiventoorlea...
for by Cover Exploration Discovering
2023-11-13 14:46:5516063.97 MB10
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Decentralized Exploration in Multi-Armed Bandits
DecentralizedExplorationinMulti-ArmedBanditsRaphaëlFéraud1RédaAlami1RomainLaroche2Abstractviceisconnectingtotheapplication,theapplicationpresentsanoptiontotheuserofthedevice.TheaimistomaximizeWe...
in Exploration Decentralized Bandits Multi-armed
2023-11-13 14:46:49955373.98 KB20
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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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Curiosity-Bottleneck Exploration By Distilling Task-Specific Novelty
Curiosity-Bottleneck:ExplorationbyDistillingTask-SpeciﬁcNoveltyYoungjinKim12WontaeNam∗3HyunwooKim∗2Ji-HoonKim4GunheeKim2Abstractcontainsnovelbuttask-irrelevantinformation1.Forexam-ple,supposearo...
by Exploration Curiosity-Bottleneck Distilling Task-Specific
2023-11-13 14:46:4711882.47 MB11
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The Uncertainty Bellman Equation and Exploration
TheUncertaintyBellmanEquationandExplorationBrendanO’Donoghue1IanOsband1RemiMunos1VolodymyrMnih1Abstracttionsthatmaximizerewardsgivenitscurrentknowledge?WeconsidertheExploration/exploitationprob-Se...
and the Bellman Exploration Uncertainty
2023-11-13 12:00:511962641.37 KB2
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GEP-PG Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
GEP-PG:DecouplingExplorationandExploitationinDeepReinforcementLearningAlgorithmsCe´dricColas1OlivierSigaud12Pierre-YvesOudeyer1AbstractDeepRLalgorithmsgenerallyconsistinapplyingStochas-ticGradient...
and Deep in Exploration Decoupling
2023-11-13 11:59:399383.03 MB1
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Coordinated Exploration in Concurrent Reinforcement Learning
CoordinatedExplorationinConcurrentReinforcementLearningMariaDimakopoulou1BenjaminVanRoy1Abstractandreﬁnesestimatesasdataisgathered.Atthestartofeachepisode,theagentsamplesanMDPfromitscurrentposte-W...
Learning Reinforcement in Coordinated Exploration
2023-11-13 11:59:201213850.74 KB7
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Neural Taylor Approximations Convergence and Exploration in Rectifier Networks
NeuralTaylorApproximations:ConvergenceandExplorationinRectiﬁerNetworksDavidBalduzzi1BrianMcWilliams2TonyButler-Yeoman1AbstractFig.1:ShatteredgradientsinaPL-function.Modernconvolutionalnetworks,inc...
Neural and Convergence in Exploration
2023-11-12 20:44:537301.5 MB24
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Curiosity-driven Exploration by Self-supervised Prediction
Curiosity-drivenExplorationbySelf-supervisedPredictionDeepakPathak1PulkitAgrawal1AlexeiA.Efros1TrevorDarrell1Abstract(a)learntoexploreinLevel-1(b)explorefasterinLevel-2Inmanyreal-worldscenarios,rew...
by Exploration Curiosity-driven Self-supervised Prediction
2023-11-12 20:44:0618823.87 MB23
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Count-Based Exploration with Neural Density Models
Count-BasedExplorationwithNeuralDensityModelsGeorgOstrovski1MarcG.Bellemare1Aa¨ronvandenOord1Re´miMunos1Abstractbeensuccessfullydemonstratedinanumberofsettings(Deisenroth&Rasmussen,2011;Guezetal....
Neural Models with Density Count-Based
2023-11-12 20:44:0610121.05 MB27
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