"Option"的相关文档

Unsupervised Skill Discovery with Bottleneck Option Learning
UnsupervisedSkillDiscoverywithBottleneckOptionLearningJaekyeomKim1SeohongPark1GunheeKim1Abstractlearnedskillscanencouragetheexplorationforencounter-ingrewards,notonlybyprovidingusefulprimitivesfort...
Learning with Unsupervised Discovery Bottleneck
2023-11-16 19:42:2113838.1 MB8
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Data-efficient Hindsight Off-policy Option Learning
Data-efﬁcientHindsightOff-policyOptionLearningMarkusWulfmeier1DushyantRao1RolandHafner1ThomasLampe1AbbasAbdolmaleki1TimHertweck1MichaelNeunert1DhruvaTirumala1NoahSiegel1NicolasHeess1MartinRiedmill...
Learning Off-Policy Data-Efficient Option Hindsight
2023-11-16 18:30:569953.01 MB8
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Option Discovery in the Absence of Rewards with Manifold Analysis
OptionDiscoveryintheAbsenceofRewardswithManifoldAnalysisAmitayBar1RonenTalmon1RonMeir1Abstractthegraphedgesrepresentthestatesconnectivity.Suchanapproachledtotheintroductionofproto-valuefunctionsOpt...
of Discovery the in Option
2023-11-14 21:45:451081718.79 KB28
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Per-Decision Option Discounting
Per-DecisionOptionDiscountingAnnaHarutyunyan12PeterVrancx32PhilippeHamel1AnnNowe´2DoinaPrecup1AbstractThediscountfactorγitselfisusuallytreatedassomethinginbetweenamathematicalconvenienceandameani...
Option Per-Decision Discounting
2023-11-13 14:48:141553877.93 KB12
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A Laplacian Framework for Option Discovery in Reinforcement Learning
ALaplacianFrameworkforOptionDiscoveryinReinforcementLearningMarlosC.Machado1MarcG.Bellemare2MichaelBowling1Abstracttheoptimalpolicyforthatrewardfunction.InthispaperweintroduceanalgorithmforOptiondi...
for Reinforcement Discovery in Laplacian
2023-11-12 20:45:3317832.5 MB28
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Unsupervised Skill Discovery with Bottleneck Option Learning

Data-efficient Hindsight Off-policy Option Learning

Option Discovery in the Absence of Rewards with Manifold Analysis

Per-Decision Option Discounting

A Laplacian Framework for Option Discovery in Reinforcement Learning