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Giuseppe Canonaco
Giuseppe Canonaco
JP Morgan AI Research
在 jpmorgan.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Stochastic variance-reduced policy gradient
M Papini, D Binaghi, G Canonaco, M Pirotta, M Restelli
International conference on machine learning, 4026-4035, 2018
1922018
Adaptive federated learning in presence of concept drift
G Canonaco, A Bergamasco, A Mongelluzzo, M Roveri
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
232021
Birdsong detection at the edge with deep learning
S Disabato, G Canonaco, PG Flikkema, M Roveri, C Alippi
2021 IEEE International Conference on Smart Computing (SMARTCOMP), 9-16, 2021
182021
Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning
G Canonaco, M Restelli, M Roveri
European Conference on Artificial Intelligence, 2020
112020
A transfer-learning approach for corrosion prediction in pipeline infrastructures
G Canonaco, M Roveri, C Alippi, F Podenzani, A Bennardo, M Conti, ...
Applied Intelligence, 1-16, 2022
82022
Corrosion prediction in oil and gas pipelines: a machine learning approach
G Canonaco, M Roveri, C Alippi, F Podenzani, A Bennardo, M Conti, ...
2020 IEEE International Instrumentation and Measurement Technology …, 2020
52020
A machine-learning approach for the prediction of internal corrosion in pipeline infrastructures
G Canonaco, M Roveri, C Alippi, F Podenzani, A Bennardo, M Conti, ...
2021 IEEE International Instrumentation and Measurement Technology …, 2021
42021
Time-variant variational transfer for value functions
G Canonaco, A Soprani, M Giuliani, A Castelletti, M Roveri, M Restelli
Uncertainty in Artificial Intelligence, 876-886, 2021
12021
On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning
G Canonaco, L Ardon, A Pozanco, D Borrajo
arXiv preprint arXiv:2404.07826, 2024
2024
Learning in non-stationary environments: from a specific application to more general algorithms
G Canonaco
2021
Stochastic variance reduced policy gradient
G CANONACO, D BINAGHI
Politecnico di Milano, 2017
2017
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