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Alberto Silvestri
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Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control
A Silvestri, D Coraci, S Brandi, A Capozzoli, E Borkowski, J Köhler, D Wu, ...
Applied Energy 368, 123447, 2024
102024
Comparison of two deep reinforcement learning algorithms towards an optimal policy for smart building thermal control
A Silvestri, D Coraci, D Wu, E Borkowski, A Schlueter
Journal of Physics: Conference Series 2600 (7), 072011, 2023
52023
Data-driven reduced order modelling using clusters of thermal dynamics
A Silvestri, G Lydon, C Waibel, D Wu, A Schlueter
Proceedings of Building Simulation 2023: 18th Conference of IBPSA 18, 1145-1152, 2023
12023
A scalable approach for real-world implementation of deep reinforcement learning controllers in buildings based on online transfer learning: the HiLo case study
D Coraci, A Silvestri, G Razzano, D Fop, S Brandi, E Borkowski, T Hong, ...
Energy and Buildings, 115254, 2025
2025
Reinforcement learning control for energy efficient buildings
A Silvestri
ETH Zurich, 2024
2024
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