Model-free dynamic management strategy for low-carbon home energy based on deep reinforcement learning accommodating stochastic environments
Hui Hou, Xiangdi Ge, Yue Chen, Jinrui Tang, Tingting Hou, Rengcun Fang
Topics & Concepts
Reinforcement learningComputer scienceRenewable energyEnergy managementDynamic pricingEnergy consumptionOperations researchMathematical optimizationSimulationEnvironmental economicsEnergy (signal processing)Artificial intelligenceEngineeringMicroeconomicsEconomicsElectrical engineeringStatisticsMathematicsSmart Grid Energy ManagementEnergy Efficiency and ManagementEnergy Load and Power Forecasting