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 · 240 citations

Architecture, Architectural Engineering, Building Science +16

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 · 149 citations

Computing, Building Science, Computer Science +17

Ten questions concerning reinforcement learning for building energy management

Zoltán Nagy, Gregor P. Henze, Sourav Dey et al. · Building and Environment · 2023 · 110 citations · Full text

Engineering, Building Science, Energy Management +11

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 · 99 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +16

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 · 94 citations · Full text

Computing, Autonomous Systems, Computer Science +13