Towards healthy and cost-effective indoor environment management in smart homes: A deep reinforcement learning approach
Ting Yang, Liyuan Zhao, Wei Li, Jianzhong Wu, Albert Y. Zomaya
Topics & Concepts
Markov decision processReinforcement learningAdaptabilityComputer scienceThermal comfortIndoor air qualityControl (management)OccupancyProcess (computing)ElectricityReal-time computingMarkov processArchitectural engineeringEnvironmental scienceArtificial intelligenceEngineeringEnvironmental engineeringBiologyElectrical engineeringMathematicsEcologyPhysicsOperating systemStatisticsThermodynamicsBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Efficiency and Management