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On-Policy Deep Reinforcement Learning for the Average-reward Criterion
On-PolicyDeepReinforcementLearningfortheAverage-rewardCriterionYimingZhang1KeithW.Ross21AbstractHaarnojaetal.,2018)orinaqueuingscenario(Tadepalli&Ok,1994;Sutton&Barto,2018),thereisnonaturalsep-Wede...
Learning for Reinforcement Deep the
2023-11-16 19:28:241004805.15 KB2
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Learning and Planning in Average-reward Markov Decision Processes
LearningandPlanninginAverage-rewardMarkovDecisionProcessesYiWan1AbhishekNaik1RichardS.Sutton12Abstractwithit.Forlearningandcombinedmethods,bothcontrolandpredictionproblemscanbefurthersubdividedinto...
Learning and Markov in Decision
2023-11-16 19:04:5712902.04 MB6
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Average-reward Off-Policy Policy Evaluation with Function Approximation
Average-rewardOff-PolicyPolicyEvaluationwithFunctionApproximationShangtongZhang1YiWan2RichardS.Sutton2ShimonWhiteson1Abstractwhichaimtogenerateapolicythatmaximizestherewardratebyiterativelyimprovin...
Approximation with Off-Policy Evaluation Policy
2023-11-16 18:07:401794882.77 KB14
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Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes
Model-freeReinforcementLearninginInﬁnite-horizonAverage-rewardMarkovDecisionProcessesChen-YuWei1MehdiJafarnia-Jahromi1HaipengLuo1HiteshiSharma1RahulJain1Abstractandmodel-free.Model-basedalgorithms...
Learning Reinforcement Markov in Model-Free
2023-11-14 21:45:121646417.41 KB26
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