ED-DQN: An event-driven deep reinforcement learning control method for multi-zone residential buildings
Qiming Fu, Li Zhu, Zhengkai Ding, Jianping Chen, Jun Luo, Yunzhe Wang, You Lu
Topics & Concepts
Reinforcement learningHVACComputer scienceBenchmark (surveying)Robustness (evolution)AdaptabilityMarkov decision processPartially observable Markov decision processControl (management)Thermal comfortEvent (particle physics)Energy consumptionReliability engineeringArtificial intelligenceAir conditioningMachine learningMarkov processMarkov chainMarkov modelEngineeringPhysicsStatisticsMathematicsEcologyQuantum mechanicsThermodynamicsChemistryGeneMechanical engineeringBiologyGeographyElectrical engineeringBiochemistryGeodesyBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Efficiency and Management