Federico Bianchi

14 papers A* 2Journal 3Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Enhancing safety and explainability of reinforcement learning agents for environmental monitoring tasks. Ital-IA Luca Marzari, Francesco Trotti, Francesco Dal Santo, Amirhossein Zhalehmehrabi, Celeste Veronese, Davide Villaboni, Federico Bianchi, Daniele Meli, Alberto Castellini, Alessandro Farinelli
2025	—	`—`	Scalable Safe Policy Improvement for Single and Multi-Agent Systems. Federico Bianchi
2025	J	`jnl`	Scaling Safe Policy Improvement: Monte Carlo Tree Search and Policy Iteration Strategies. J. Artif. Intell. Res. Federico Bianchi, Alberto Castellini, Edoardo Zorzi, Thiago D. Simão, Matthijs T. J. Spaan, Alessandro Farinelli
2024	—	`conf`	Developing safe and explainable autonomous agents: from simulation to the real world. Ital-IA Federico Bianchi, Alberto Castellini, Alessandro Farinelli, Luca Marzari, Daniele Meli, Francesco Trotti, Celeste Veronese
2024	A*	`conf`	Scalable Safe Policy Improvement for Factored Multi-Agent MDPs. ICML Federico Bianchi, Edoardo Zorzi, Alberto Castellini, Thiago D. Simão, Matthijs T. J. Spaan, Alessandro Farinelli
2024	—	`conf`	Scalable Safe Policy Improvement for Single and Multi-Agent Systems (short paper). AIRO@AI*IA Federico Bianchi, Alberto Castellini, Alessandro Farinelli
2023	—	`conf`	Safe and Efficient Reinforcement Learning for Environmental Monitoring. Ital-IA Federico Bianchi, Davide Corsi, Luca Marzari, Daniele Meli, Francesco Trotti, Maddalena Zuccotto, Alberto Castellini, Alessandro Farinelli
2023	A*	`conf`	Scalable Safe Policy Improvement via Monte Carlo Tree Search. ICML Alberto Castellini, Federico Bianchi, Edoardo Zorzi, Thiago D. Simão, Alessandro Farinelli, Matthijs T. J. Spaan
2022	J	`jnl`	Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks. Appl. Intell. Alberto Castellini, Federico Bianchi, Alessandro Farinelli
2022	—	`conf`	Monte Carlo Tree Search Planning for Continuous Action and State Spaces (short paper). AIRO@AI*IA Federico Bianchi, Lorenzo Bonanni, Alberto Castellini, Alessandro Farinelli
2021	J	`jnl`	Predictive Model Generation for Load Forecasting in District Heating Networks. IEEE Intell. Syst. Alberto Castellini, Federico Bianchi, Alessandro Farinelli
2020	—	`conf`	Convolutional Neural Network and Stochastic Variational Gaussian Process for Heating Load Forecasting. LOD (1) Federico Bianchi, Pietro Tarocco, Alberto Castellini, Alessandro Farinelli
2020	—	`conf`	XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks. LOD (1) Federico Bianchi, Francesco Masillo, Alberto Castellini, Alessandro Farinelli
2019	—	`conf`	Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case Study. LOD Federico Bianchi, Alberto Castellini, Pietro Tarocco, Alessandro Farinelli