| 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 | 96 | 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 | 40 | 2020 |
| Propagating uncertainty in reinforcement learning via wasserstein barycenters AM Metelli, A Likmeta, M Restelli Advances in Neural Information Processing Systems 32, 2019 | 34 | 2019 |
| 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 110, 2541-2576, 2021 | 31 | 2021 |
| Goal-directed planning via hindsight experience replay L Moro, A Likmeta, E Prati, M Restelli 10th International Conference on Learning Representations, ICLR 2022, 1-16, 2022 | 9 | 2022 |
| Monte carlo tree search for trading and hedging E Vittori, A Likmeta, M Restelli Proceedings of the Second ACM International Conference on AI in Finance, 1-9, 2021 | 7 | 2021 |
| Directed exploration via uncertainty-aware critics A Likmeta, M Sacco, AM Metelli, M Restelli Decision Awareness in Reinforcement Learning Workshop at ICML 2022, 2022 | 4 | 2022 |
| Wasserstein actor-critic: directed exploration via optimism for continuous-actions control A Likmeta, M Sacco, AM Metelli, M Restelli Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8782-8790, 2023 | 2 | 2023 |
| „Online Planning for F1 Race Strategy Identification “ D Piccinotti, A Likmeta, N Brunello, M Restelli International Conference on Automated Planning and Scheduling (ICAPS), 5126, 2021 | 1 | 2021 |
| Exploiting and generalizing\\Epistemic uncertainty in reinforcement learning and planning A Likmeta alma, 2024 | | 2024 |
| MCTS for Trading and Hedging E Vittori, A Likmeta, M Restelli | | 2021 |
| Driving exploration through particle Q-distributions A LIKMETA Politecnico di Milano, Italy, 2018 | | 2018 |
Marcello RestelliAssociate Professor, Politecnico di MilanoVerified email at polimi.it
