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Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes

Chen-Yu Wei, Mehdi Jafarnia, Haipeng Luo, Hiteshi Sharma, Rahul Jain

2020International Conference on Machine Learning30 citations

Topics & Concepts

Reinforcement learningMarkov decision processComputer scienceMarkov processMarkov chainMathematical optimizationHorizonPartially observable Markov decision processArtificial intelligenceMachine learningMathematicsStatisticsGeometryReinforcement Learning in Robotics
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes | Litcius