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Towards optimal HVAC control in non-stationary building environments combining active change detection and deep reinforcement learning

Xiangtian Deng, Yi Zhang, Yi Zhang, Yi Zhang, Yi Zhang, Qi He

2022Building and Environment106 citationsDOI

Topics & Concepts

HVACReinforcement learningComputer scienceEnergy consumptionThermal comfortControl (management)Stability (learning theory)Energy (signal processing)Control engineeringAir conditioningArtificial intelligenceSimulationEngineeringMachine learningMathematicsPhysicsStatisticsMechanical engineeringElectrical engineeringThermodynamicsBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Efficiency and Management
Towards optimal HVAC control in non-stationary building environments combining active change detection and deep reinforcement learning | Litcius