Silvio Brandi

Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings

Silvio Brandi, Marco Savino Piscitelli, Marco Martellacci et al. · Energy and Buildings · 2020 · 224 citations

Artificial Intelligence, Energy Consumption, Engineering +10

Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings

Alfonso Capozzoli, Marco Savino Piscitelli, Silvio Brandi et al. · Energy · 2018 · 144 citations

Anomaly Detection, Machine Learning, Data Science +12

Comparison of online and offline deep reinforcement learning with model predictive control for thermal energy management

Silvio Brandi, Massimo Fiorentini, Alfonso Capozzoli · Automation in Construction · 2022 · 92 citations

Artificial Intelligence, Energy Control, Engineering +14

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 91 citations · Full text

Energy Planning, Energy Conservation, Energy Optimization +1

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