Sequential transfer in reinforcement learning with a generative model A Tirinzoni, R Poiani, M Restelli International Conference on Machine Learning, 9481-9492, 2020 | 25 | 2020 |
Meta-Reinforcement Learning by Tracking Task Non-stationarity R Poiani, A Tirinzoni, M Restelli Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021 | 9 | 2021 |
Multi-fidelity best-arm identification R Poiani, AM Metelli, M Restelli Advances in Neural Information Processing Systems 35, 17857-17870, 2022 | 5 | 2022 |
Truncating Trajectories in Monte Carlo Reinforcement Learning R Poiani, AM Metelli, M Restelli International Conference on Machine Learning, 2023 | 4 | 2023 |
Inverse Reinforcement Learning with Sub-optimal Experts R Poiani, G Curti, AM Metelli, M Restelli arXiv preprint arXiv:2401.03857, 2024 | 3 | 2024 |
Truncating trajectories in Monte Carlo policy evaluation: An adaptive approach R Poiani, N Nobili, AM Metelli, M Restelli Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs R Poiani, C Stirbu, AM Metelli, M Restelli IEEE Transactions on Intelligent Transportation Systems, 2023 | 1 | 2023 |
Pure Exploration under Mediators' Feedback R Poiani, AM Metelli, M Restelli NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023 | 1 | 2023 |
Optimal Multi-Fidelity Best-Arm Identification R Poiani, R Degenne, E Kaufmann, AM Metelli, M Restelli arXiv preprint arXiv:2406.03033, 2024 | | 2024 |