Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control

Loris Di Natale, Bratislav Svetozarevic, Philipp Heer +1

Replacing poorly performing existing controllers with smarter solutions will decrease the energy intensity of the building sector. Recently, controllers based on Deep Reinforcement…