From Reinforcement Learning to Optimal Control: A Unified Framework for Sequential Decisions
Warren B. Powell
Topics & Concepts
ParallelsMarkov decision processReinforcement learningOptimal controlComputer scienceMarkov chainStochastic controlControl (management)Markov processCore (optical fiber)Mathematical optimizationStochastic modellingArtificial intelligenceMathematicsMachine learningEngineeringMechanical engineeringTelecommunicationsStatisticsReinforcement Learning in RoboticsSupply Chain and Inventory ManagementAdaptive Dynamic Programming Control