Optimal home energy management strategy: A reinforcement learning method with actor-critic using Kronecker-factored trust region
Yunfei Chu, Zhinong Wei, Guoqiang Sun, Haixiang Zang, Sheng Chen, Yizhou Zhou
Topics & Concepts
Reinforcement learningScheduling (production processes)Computer scienceMathematical optimizationDemand responseElectricityMarkov decision processEnergy consumptionEnergy managementOperations researchDistributed computingIndustrial engineeringArtificial intelligenceEnergy (signal processing)Markov processEngineeringMathematicsStatisticsElectrical engineeringSmart Grid Energy ManagementBuilding Energy and Comfort OptimizationEnergy Efficiency and Management