| Importance Weighted Transfer of Samples in Reinforcement Learning A Tirinzoni, A Sessa, M Pirotta, M Restelli International Conference on Machine Learning, 4936-4945, 2018 | 17 | 2018 |
| Transfer of samples in policy search via multiple importance sampling A Tirinzoni, M Salvini, M Restelli International Conference on Machine Learning, 6264-6274, 2019 | 14 | 2019 |
| Policy-conditioned uncertainty sets for robust Markov decision processes A Tirinzoni, X Chen Advances in neural information processing systems, 2018 | 14 | 2018 |
| Transfer of value functions via variational methods A Tirinzoni, R Rodriguez Sanchez, M Restelli Advances in Neural Information Processing Systems 31, 6179-6189, 2018 | 11 | 2018 |
| A novel confidence-based algorithm for structured bandits A Tirinzoni, A Lazaric, M Restelli International Conference on Artificial Intelligence and Statistics, 3175-3185, 2020 | 8 | 2020 |
| Gradient-aware model-based policy search P D'Oro, AM Metelli, A Tirinzoni, M Papini, M Restelli Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3801-3808, 2020 | 6 | 2020 |
| Feature selection via mutual information: new theoretical insights M Beraha, AM Metelli, M Papini, A Tirinzoni, M Restelli 2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019 | 6 | 2019 |
| An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits A Tirinzoni, M Pirotta, M Restelli, A Lazaric arXiv preprint arXiv:2010.12247, 2020 | 5 | 2020 |
| Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving A Likmeta, AM Metelli, A Tirinzoni, R Giol, M Restelli, D Romano Robotics and Autonomous Systems 131, 103568, 2020 | 3 | 2020 |
| Sequential transfer in reinforcement learning with a generative model A Tirinzoni, R Poiani, M Restelli International Conference on Machine Learning, 9481-9492, 2020 | 2 | 2020 |
| Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions G Ramponi, A Likmeta, AM Metelli, A Tirinzoni, M Restelli International Conference on Artificial Intelligence and Statistics, 2359-2369, 2020 | 1 | 2020 |
| Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems A Likmeta, AM Metelli, G Ramponi, A Tirinzoni, M Giuliani, M Restelli Machine Learning, 1-36, 2021 | | 2021 |
| Adversarial imitation learning under covariate shift A TIRINZONI Italy, 2017 | | 2017 |
| Adversarial Inverse Reinforcement Learning with Changing Dynamics A Tirinzoni University of Illinois at Chicago, 2017 | | 2017 |
Marcello RestelliAssociate Professor, Politecnico di MilanoVerified email at polimi.it
