Giuseppe Canonaco

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Policy Gradient

Reinforcement Learning

Model Free Reinforcement Learning

Top Venues

Publications

Giuseppe Canonaco, Leo Ardon, Alberto Pozanco, Daniel Borrajo
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning. CoRR (2024)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
A transfer-learning approach for corrosion prediction in pipeline infrastructures. Appl. Intell. 52 (7) (2022)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures. I2MTC (2021)
Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
Time-variant variational transfer for value functions. UAI (2021)
Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP (2021)
Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri
Adaptive Federated Learning in Presence of Concept Drift. IJCNN (2021)
Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
Corrosion Prediction in Oil and Gas Pipelines: a Machine Learning Approach. I2MTC (2020)
Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli
Time-Variant Variational Transfer for Value Functions. CoRR (2020)
Giuseppe Canonaco, Marcello Restelli, Manuel Roveri
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI (2020)
Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli
Stochastic Variance-Reduced Policy Gradient. CoRR (2018)
Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli
Stochastic Variance-Reduced Policy Gradient. ICML (2018)