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ORCIDGiuseppe Canonaco
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2020 – today
- 2024
[i4]Giuseppe Canonaco, Leo Ardon, Alberto Pozanco, Daniel Borrajo:
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning. CoRR abs/2404.07826 (2024)- [i3]Marianela Morales, Alberto Pozanco, Giuseppe Canonaco, Sriram Gopalakrishnan, Daniel Borrajo, Manuela Veloso:
On Learning Action Costs from Input Plans. CoRR abs/2408.10889 (2024) - 2022
- [b1]Giuseppe Canonaco:
Learning in non-stationary environments: from a specific application to more general algorithms. Polytechnic University of Milan, Italy, 2022 - [j1]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): 7622-7637 (2022) - 2021
- [c7]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: 1-6 - [c6]Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri:
Adaptive Federated Learning in Presence of Concept Drift. IJCNN 2021: 1-7 - [c5]Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi:
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP 2021: 9-16 - [c4]Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli:
Time-variant variational transfer for value functions. UAI 2021: 876-886 - 2020
- [c3]Giuseppe Canonaco, Marcello Restelli, Manuel Roveri:
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI 2020: 1047-1054 - [c2]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: 1-6 - [i2]Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli:
Time-Variant Variational Transfer for Value Functions. CoRR abs/2005.12864 (2020)
2010 – 2019
- 2018
- [c1]Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli:
Stochastic Variance-Reduced Policy Gradient. ICML 2018: 4023-4032 - [i1]Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli:
Stochastic Variance-Reduced Policy Gradient. CoRR abs/1806.05618 (2018)
Coauthor Index
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