Comfort-aware Cognitive Buildings LeveragingDeep Reinforcement Learning

This paper presents a novel approach for the management of buildings by leveraging cognitive technologies. The proposed approach exploits the Deep Reinforcement Learningparadigm to learn from both a physical and a simulated environment so as to optimize people comfort and energy consumption.