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Restelli, Marcello
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1

Optimizing Empty Container Repositioning and Fleet Deployme..:

Poiani, Riccardo ; Stirbu, Ciprian ; Metelli, Alberto Maria.
IEEE Transactions on Intelligent Transportation Systems.  25 (2024)  5 - p. 4704-4711 , 2024
Link: https://doi.org/10.1109/..
 
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2

A Reinforcement Learning controller optimizing costs and ba..:

Mussi, Marco ; Pellegrino, Luigi ; Pindaro, Oscar Francesco..
Journal of Energy Storage.  82 (2024)  - p. 110572 , 2024
Link: https://doi.org/10.1016/..
 
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3

Sample complexity of variance-reduced policy gradient: weak..:

Paczolay, Gabor ; Papini, Matteo ; Metelli, Alberto Maria..
Machine Learning.  , 2024
Link: https://doi.org/10.1007/..
 
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4

Interpretable linear dimensionality reduction based on bias..:

Bonetti, Paolo ; Metelli, Alberto Maria ; Restelli, Marcello
Data Mining and Knowledge Discovery.  , 2024
Link: https://doi.org/10.1007/..
 
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5

ARLO: A framework for Automated Reinforcement Learning:

Mussi, Marco ; Lombarda, Davide ; Metelli, Alberto Maria..
Expert Systems with Applications.  224 (2023)  - p. 119883 , 2023
Link: https://doi.org/10.1016/..
 
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6

Information-Theoretic Regret Bounds for Bandits with Fixed ..:

, In: 2023 IEEE Information Theory Workshop (ITW),
Eldowa, Khaled ; Cesa-Bianchi, Nicolo ; Metelli, Alberto Maria. - p. 30-35 , 2023
Link: https://doi.org/10.1109/..
 
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7

Risk-averse optimization of reward-based coherent risk meas..:

Bonetti, Massimiliano ; Bisi, Lorenzo ; Restelli, Marcello
Artificial Intelligence.  316 (2023)  - p. 103845 , 2023
Link: https://doi.org/10.1016/..
 
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8

IWDA: Importance Weighting for Drift Adaptation in Streamin..:

Fedeli, Filippo ; Metelli, Alberto Maria ; Trovò, Francesco.
IEEE Transactions on Neural Networks and Learning Systems.  34 (2023)  10 - p. 6813-6823 , 2023
Link: https://doi.org/10.1109/..
 
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9

Towards an AI-Based Framework for Autonomous Design and Con..:

, In: Communications in Computer and Information Science; Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries,
Elmaraghy, Ahmed ; Montali, Jacopo ; Restelli, Marcello.. - p. 376-392 , 2023
Link: https://doi.org/10.1007/..
 
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10

Stepsize Learning for Policy Gradient Methods in Contextual..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Sabbioni, Luca ; Corda, Francesco ; Restelli, Marcello - p. 506-523 , 2023
Link: https://doi.org/10.1007/..
 
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11

The EU-funded I3LUNG Project: Integrative Science, Intellig..:

Prelaj, Arsela ; Ganzinelli, Monica ; Trovo', Francesco...
Clinical Lung Cancer.  24 (2023)  4 - p. 381-387 , 2023
Link: https://doi.org/10.1016/..
 
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12

An online state of health estimation method for lithium-ion..:

Mussi, Marco ; Pellegrino, Luigi ; Restelli, Marcello.
Journal of Energy Storage.  55 (2022)  - p. 105467 , 2022
Link: https://doi.org/10.1016/..
 
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13

Smoothing policies and safe policy gradients:

Papini, Matteo ; Pirotta, Matteo ; Restelli, Marcello
Machine Learning.  111 (2022)  11 - p. 4081-4137 , 2022
Link: https://doi.org/10.1007/..
 
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14

Pricing the Long Tail by Explainable Product Aggregation an..:

, In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Mussi, Marco ; Genalti, Gianmarco ; Trovò, Francesco... - p. 3623-3633 , 2022
Link: https://dl.acm.org/doi/1..
 
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15

A practical guide to multi-objective reinforcement learning..:

Hayes, Conor F. ; Rădulescu, Roxana ; Bargiacchi, Eugenio...
Autonomous Agents and Multi-Agent Systems.  36 (2022)  1 - p. , 2022
Link: https://doi.org/10.1007/..
 
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