BIANCHI, FEDERICO
BIANCHI, FEDERICO
DIPARTIMENTO DI INFORMATICA
Convolutional Neural Network and Stochastic Variational Gaussian Process for Heating Load Forecasting
2021-01-01 Bianchi, Federico; Tarocco, Pietro; Castellini, Alberto; Farinelli, Alessandro
Developing safe and explainable autonomous agents: from simulation to the real world
2024-01-01 Bianchi, Federico; Castellini, Alberto; Farinelli, Alessandro; Marzari, Luca; Meli, Daniele; Trotti, Francesco; Veronese, Celeste
Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks
2022-01-01 Castellini, Alberto; Bianchi, Federico; Farinelli, Alessandro
Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case Study
2020-01-01 Bianchi, Federico; Castellini, A.; Tarocco, P.; Farinelli, A.
Monte Carlo Tree Search Planning for continuous action and state space
2023-01-01 Bianchi, F.; Bonanni, L.; Castellini, A.; Farinelli, A.
Predictive model generation for load forecasting in district heating networks
2021-01-01 Castellini, Alberto; Bianchi, Federico; Farinelli, Alessandro
Safe and Efficient Reinforcement Learning for Environmental Monitoring
2023-01-01 Bianchi, Federico; Corsi, Davide; Marzari, Luca; Meli, Daniele; Trotti, Francesco; Zuccotto, Maddalena; Castellini, Alberto; Farinelli, Alessandro
Scalable Safe Policy Improvement for Factored Multi-Agent MDPs
2024-01-01 Bianchi, Federico; Zorzi, Edoardo; Castellini, Alberto; Simao, Thiago; Spaan, Matthijs T. J.; Farinelli, Alessandro
Scalable Safe Policy Improvement via Monte Carlo Tree Search
2023-01-01 Castellini, A.; Bianchi, F.; Zorzi, E.; Simao, T. D.; Farinelli, A.; Spaan, M. T. J.
XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks
2021-01-01 Bianchi, Federico; Masillo, Francesco; Castellini, Alberto; Farinelli, Alessandro
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Convolutional Neural Network and Stochastic Variational Gaussian Process for Heating Load Forecasting | 1-gen-2021 | Bianchi, Federico; Tarocco, Pietro; Castellini, Alberto; Farinelli, Alessandro | |
| Developing safe and explainable autonomous agents: from simulation to the real world | 1-gen-2024 | Bianchi, Federico; Castellini, Alberto; Farinelli, Alessandro; Marzari, Luca; Meli, Daniele; Trotti, Francesco; Veronese, Celeste | |
| Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks | 1-gen-2022 | Castellini, Alberto; Bianchi, Federico; Farinelli, Alessandro | |
| Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case Study | 1-gen-2020 | Bianchi, Federico; Castellini, A.; Tarocco, P.; Farinelli, A. | |
| Monte Carlo Tree Search Planning for continuous action and state space | 1-gen-2023 | Bianchi, F.; Bonanni, L.; Castellini, A.; Farinelli, A. | |
| Predictive model generation for load forecasting in district heating networks | 1-gen-2021 | Castellini, Alberto; Bianchi, Federico; Farinelli, Alessandro | |
| Safe and Efficient Reinforcement Learning for Environmental Monitoring | 1-gen-2023 | Bianchi, Federico; Corsi, Davide; Marzari, Luca; Meli, Daniele; Trotti, Francesco; Zuccotto, Maddalena; Castellini, Alberto; Farinelli, Alessandro | |
| Scalable Safe Policy Improvement for Factored Multi-Agent MDPs | 1-gen-2024 | Bianchi, Federico; Zorzi, Edoardo; Castellini, Alberto; Simao, Thiago; Spaan, Matthijs T. J.; Farinelli, Alessandro | |
| Scalable Safe Policy Improvement via Monte Carlo Tree Search | 1-gen-2023 | Castellini, A.; Bianchi, F.; Zorzi, E.; Simao, T. D.; Farinelli, A.; Spaan, M. T. J. | |
| XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks | 1-gen-2021 | Bianchi, Federico; Masillo, Francesco; Castellini, Alberto; Farinelli, Alessandro |