Davide Coraci

Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings

Davide Coraci, Silvio Brandi, Tianzhen Hong et al. · Applied Energy · 2023 · 84 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control

Alberto Silvestri, Davide Coraci, Silvio Brandi et al. · Applied Energy · 2024 · 61 citations · Full text

Effective pre-training of a deep reinforcement learning agent by means of long short-term memory models for thermal energy management in buildings

Davide Coraci, Silvio Brandi, Alfonso Capozzoli · Energy Conversion and Management · 2023 · 50 citations · Full text

Artificial Intelligence, Simulation Environment, Engineering +17

Online Implementation of a Soft Actor-Critic Agent to Enhance Indoor Temperature Control and Energy Efficiency in Buildings

Davide Coraci, Silvio Brandi, Marco Savino Piscitelli et al. · Energies · 2021 · 42 citations · Full text

Artificial Intelligence, Soft Actor-critic Agent, Drl Controller +19

Exploring the Potentialities of Deep Reinforcement Learning for Incentive-Based Demand Response in a Cluster of Small Commercial Buildings

Davide Deltetto, Davide Coraci, Giuseppe Pinto et al. · Energies · 2021 · 34 citations · Full text

Engineering, Machine Learning, Energy Efficiency +19