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.
Comfort-aware Cognitive Buildings LeveragingDeep Reinforcement Learning
Franco Cicirelli;Antonio Guerrieri;Carlo Mastroianni;Fabio Palopoli;Giandomenico Spezzano;Andrea Vinci
2020
Abstract
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.File in questo prodotto:
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