Federico Bianchi

Orcid: 0000-0001-7773-3032

Affiliations:
  • University of Verona, Verona, Italy


According to our database1, Federico Bianchi authored at least 8 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Safe and Efficient Reinforcement Learning for Environmental Monitoring.
Proceedings of the Italia Intelligenza Artificiale, 2023

Scalable Safe Policy Improvement via Monte Carlo Tree Search.
Proceedings of the International Conference on Machine Learning, 2023

2022
Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks.
Appl. Intell., 2022

Monte Carlo Tree Search Planning for Continuous Action and State Spaces (short paper).
Proceedings of the 9th Italian Workshop on Artificial Intelligence and Robotics co-located with the the 21th International Conference of the Italian Association for Artificial Intelligence, 2022

2021
Predictive Model Generation for Load Forecasting in District Heating Networks.
IEEE Intell. Syst., 2021

2020
Convolutional Neural Network and Stochastic Variational Gaussian Process for Heating Load Forecasting.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019
Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case Study.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019


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