Archivio Istituzionale della RicercaSOLINAS, FRANCESCO MARIA
SOLINAS, FRANCESCO MARIA
Dipartimento di Automatica e Informatica
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An online reinforcement learning approach for HVAC control
2024 Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
An Hybrid Model-Free Reinforcement Learning Approach for HVAC Control
2021 Solinas, Francesco M.; Bellagarda, Andrea; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Peak shaving in district heating exploiting reinforcement learning and agent-based modelling
2021 Solinas, Francesco M.; Bottaccioli, Lorenzo; Guelpa, Elisa; Verda, Vittorio; Patti, Edoardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| An online reinforcement learning approach for HVAC control / Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 238, Part A:(2024). [10.1016/j.eswa.2023.121749] | 1-gen-2024 | Solinas, Francesco M.Macii, AlbertoPatti, EdoardoBottaccioli, Lorenzo | RL_HVAC_DDPG_ONLINE_IMITATION.pdf; 1-s2.0-S0957417423022510-main.pdf |
| An Hybrid Model-Free Reinforcement Learning Approach for HVAC Control / Solinas, Francesco M.; Bellagarda, Andrea; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - (2021). (Intervento presentato al convegno 21st IEEE International Conference on Environmental and Electrical Engineering (EEEIC 2021) tenutosi a Bari, Italy nel 7-10 September 2021) [10.1109/EEEIC/ICPSEurope51590.2021.9584805]. | 1-gen-2021 | Francesco M. SolinasAndrea BellagardaEnrico MaciiEdoardo PattiLorenzo Bottaccioli | EEEIC___NN_vs_MPC.pdf; An_Hybrid_Model-Free_Reinforcement_Learning_Approach_for_HVAC_Control.pdf |
| Peak shaving in district heating exploiting reinforcement learning and agent-based modelling / Solinas, Francesco M.; Bottaccioli, Lorenzo; Guelpa, Elisa; Verda, Vittorio; Patti, Edoardo. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - 102:(2021). [10.1016/j.engappai.2021.104235] | 1-gen-2021 | Solinas, Francesco M.Bottaccioli, LorenzoGuelpa, ElisaVerda, VittorioPatti, Edoardo | Peak_Shaving_with_Reinforcement_Learning_and_ABM.pdf; 1-s2.0-S0952197621000828-main.pdf |