An online reinforcement learning approach to charging and order-dispatching optimization for an e-hailing electric vehicle fleet
Pengyu Yan, Kaize Yu, Xiuli Chao, Zhibin Chen
Topics & Concepts
Reinforcement learningMarkov decision processComputer scienceDynamic programmingHeuristicRevenueOperations researchMathematical optimizationTrajectoryWorkloadFleet managementElectric vehicleStochastic programmingMarkov processTotal revenueOrder (exchange)Matching (statistics)Artificial intelligenceEngineeringPower (physics)EconomicsMathematicsPhysicsAlgorithmStatisticsAccountingTelecommunicationsAstronomyFinanceOperating systemQuantum mechanicsTransportation and Mobility InnovationsElectric Vehicles and InfrastructureEnergy, Environment, and Transportation Policies