MF^2: Model-free reinforcement learning for modeling-free building HVAC control with data-driven environment construction in a residential building
Man Wang, Borong Lin
Topics & Concepts
HVACSetpointMean squared errorReinforcement learningComputer scienceEnergy consumptionAir conditioningConvergence (economics)SimulationArtificial intelligenceControl theory (sociology)Machine learningControl (management)EngineeringMathematicsStatisticsMechanical engineeringElectrical engineeringEconomic growthEconomicsBuilding Energy and Comfort OptimizationElevator Systems and ControlWind and Air Flow Studies