Marcello Restelli
Politecnico di Milano
H-index: 39
Europe-Italy
Top articles of Marcello Restelli
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Parameterized projected Bellman operator | Proceedings of the AAAI Conference on Artificial Intelligence | Théo Vincent Alberto Maria Metelli Boris Belousov Jan Peters Marcello Restelli | 2024/3/24 |
Autoregressive bandits | Francesco Bacchiocchi Gianmarco Genalti Davide Maran Marco Mussi Marcello Restelli | 2024/4/18 | |
Information Capacity Regret Bounds for Bandits with Mediator Feedback | arXiv preprint arXiv:2402.10282 | Khaled Eldowa Nicolò Cesa-Bianchi Alberto Maria Metelli Marcello Restelli | 2024/2/15 |
A Reinforcement Learning controller optimizing costs and battery State of Health in smart grids | Journal of Energy Storage | Marco Mussi Luigi Pellegrino Oscar Francesco Pindaro Marcello Restelli Francesco Trovò | 2024/3/30 |
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach | Advances in Neural Information Processing Systems | Riccardo Poiani Nicole Nobili Alberto Maria Metelli Marcello Restelli | 2024/2/13 |
Interpretable linear dimensionality reduction based on bias-variance analysis | Data Mining and Knowledge Discovery | Paolo Bonetti Alberto Maria Metelli Marcello Restelli | 2024/3/25 |
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning | Advances in Neural Information Processing Systems | Riccardo Zamboni Alberto Maria Metelli Marcello Restelli | 2024/2/13 |
Online Markov Decision Processes Configuration with Continuous Decision Space | Proceedings of the AAAI Conference on Artificial Intelligence | Davide Maran Pierriccardo Olivieri Francesco Emanuele Stradi Giuseppe Urso Nicola Gatti | 2024/3/24 |
Inverse Reinforcement Learning with Sub-optimal Experts | arXiv preprint arXiv:2401.03857 | Riccardo Poiani Gabriele Curti Alberto Maria Metelli Marcello Restelli | 2024/1/8 |
Dynamic pricing with volume discounts in online settings | Proceedings of the AAAI Conference on Artificial Intelligence | Marco Mussi Gianmarco Genalti Alessandro Nuara Francesco Trovó Marcello Restelli | 2023/6/26 |
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems | IEEE Transactions on Neural Networks and Learning Systems | Filippo Fedeli Alberto Maria Metelli Francesco Trovò Marcello Restelli | 2023/4/18 |
Convex Reinforcement Learning in Finite Trials | Journal of Machine Learning Research | Mirco Mutti Riccardo De Santi Piersilvio De Bartolomeis Marcello Restelli | 2023 |
Exploiting Causal Graph Priors with Posterior Sampling for Reinforcement Learning | arXiv preprint arXiv:2310.07518 | Mirco Mutti Riccardo De Santi Marcello Restelli Alexander Marx Giorgia Ramponi | 2023/10/11 |
Dynamical linear bandits | Marco Mussi Alberto Maria Metelli Marcello Restelli | 2023/7/3 | |
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs | IEEE Transactions on Intelligent Transportation Systems | Riccardo Poiani Ciprian Stirbu Alberto Maria Metelli Marcello Restelli | 2023/11/21 |
A Best Arm Identification Approach for Stochastic Rising Bandits | Alessandro Montenegro Marco Mussi Francesco Trovò Marcello Restelli Alberto Maria Metelli | 2023/7/9 | |
Stochastic Rising Bandits: A Best Arm Identification Approach | Alessandro Montenegro Marco Mussi Francesco Trovò Marcello Restelli Alberto Maria Metelli | 2023/5/31 | |
Provably efficient causal model-based reinforcement learning for systematic generalization | Proceedings of the AAAI Conference on Artificial Intelligence | Mirco Mutti Riccardo De Santi Emanuele Rossi Juan Felipe Calderon Michael Bronstein | 2023/6/26 |
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Gianluca Drappo ALBERTO Metelli Marcello Restelli | 2023 | |
A tale of sampling and estimation in discounted reinforcement learning | Alberto Maria Metelli Mirco Mutti Marcello Restelli | 2023/4/11 |
Co-Authors
