An optimal solutions-guided deep reinforcement learning approach for online energy storage control
Gaoyuan Xu, Jian Shi, Jiaman Wu, Chenbei Lu, Chenye Wu, Dan Wang, Zhu Han
Topics & Concepts
Reinforcement learningMarkov decision processMathematical optimizationComputer scienceArbitrageModel predictive controlOptimal controlEnergy storageRenewable energyRobustness (evolution)ElectricityElectricity marketMarkov processControl (management)EngineeringArtificial intelligencePower (physics)MathematicsEconomicsFinancial economicsStatisticsGeneBiochemistryChemistryQuantum mechanicsElectrical engineeringPhysicsSmart Grid Energy ManagementMicrogrid Control and OptimizationElectric Vehicles and Infrastructure