Giuseppe Canonaco

19 papers A* 1A 4B 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Semantic Partial Grounding via LLMs. CoRR Giuseppe Canonaco, Alberto Pozanco, Daniel Borrajo
2025	J	`jnl`	GenPlanX. Generation of Plans and Execution. CoRR Daniel Borrajo, Giuseppe Canonaco, Tomás de la Rosa, Alfredo Garrachón Ruiz, Sriram Gopalakrishnan, Simerjot Kaur, Marianela Morales, Sunandita Patra, Alberto Pozanco, Keshav Ramani, Charese Smiley, Pietro Totis, Manuela Veloso
2025	J	`jnl`	Generative AI Agents for Knowledge Work Augmentation in Finance. Annu. Rev. Control. Robotics Auton. Syst. Sumitra Ganesh, Leo Ardon, Daniel Borrajo, Deepeka Garg, Udari Madhushani Sehwag, Annapoorani Lakshmi Narayanan, Giuseppe Canonaco, Manuela M. Veloso
2025	A	`conf`	On Learning Action Costs from Input Plans. ECAI Marianela Morales, Alberto Pozanco, Giuseppe Canonaco, Sriram Gopalakrishnan, Daniel Borrajo, Manuela Veloso
2025	A	`conf`	On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning. ECAI Giuseppe Canonaco, Leo Ardon, Alberto Pozanco, Daniel Borrajo
2024	J	`jnl`	On Learning Action Costs from Input Plans. CoRR Marianela Morales, Alberto Pozanco, Giuseppe Canonaco, Sriram Gopalakrishnan, Daniel Borrajo, Manuela Veloso
2024	J	`jnl`	On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning. CoRR Giuseppe Canonaco, Leo Ardon, Alberto Pozanco, Daniel Borrajo
2024	J	`jnl`	Projection Abstractions in Planning Under the Lenses of Abstractions for MDPs. CoRR Giuseppe Canonaco, Alberto Pozanco, Daniel Borrajo
2022	J	`jnl`	A transfer-learning approach for corrosion prediction in pipeline infrastructures. Appl. Intell. Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2022	—	`—`	Learning in non-stationary environments: from a specific application to more general algorithms. Giuseppe Canonaco
2021	—	`conf`	A Machine-Learning Approach for the Prediction of Internal Corrosion in Pipeline Infrastructures. I2MTC Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2021	B	`conf`	Adaptive Federated Learning in Presence of Concept Drift. IJCNN Giuseppe Canonaco, Alex Bergamasco, Alessio Mongelluzzo, Manuel Roveri
2021	B	`conf`	Birdsong Detection at the Edge with Deep Learning. SMARTCOMP Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
2021	A	`conf`	Time-variant variational transfer for value functions. UAI Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
2020	—	`conf`	Corrosion Prediction in Oil and Gas Pipelines: a Machine Learning Approach. I2MTC Giuseppe Canonaco, Manuel Roveri, Cesare Alippi, Fabrizio Podenzani, Antonio Bennardo, Marco Conti, Nicola Mancini
2020	A	`conf`	Model-Free Non-Stationarity Detection and Adaptation in Reinforcement Learning. ECAI Giuseppe Canonaco, Marcello Restelli, Manuel Roveri
2020	J	`jnl`	Time-Variant Variational Transfer for Value Functions. CoRR Giuseppe Canonaco, Andrea Soprani, Manuel Roveri, Marcello Restelli
2018	A*	`conf`	Stochastic Variance-Reduced Policy Gradient. ICML Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli
2018	J	`jnl`	Stochastic Variance-Reduced Policy Gradient. CoRR Matteo Papini, Damiano Binaghi, Giuseppe Canonaco, Matteo Pirotta, Marcello Restelli