Litcius/Paper detail

Dyna-PINN: Physics-informed deep dyna-q reinforcement learning for intelligent control of building heating system in low-diversity training data regimes

Muhammad Hafeez Saeed, Hussain Kazmi, Geert Deconinck

2024Energy and Buildings23 citationsDOIOpen Access PDF

Topics & Concepts

Reinforcement learningDiversity (politics)Training (meteorology)ReinforcementControl (management)EngineeringArtificial intelligenceComputer scienceSimulationPhysicsStructural engineeringMeteorologyPolitical scienceLawBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingNeural Networks and Applications