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Riccardo Poiani
Riccardo Poiani
Adresse e-mail validée de polimi.it
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Sequential transfer in reinforcement learning with a generative model
A Tirinzoni, R Poiani, M Restelli
International Conference on Machine Learning, 9481-9492, 2020
252020
Meta-Reinforcement Learning by Tracking Task Non-stationarity
R Poiani, A Tirinzoni, M Restelli
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
92021
Multi-fidelity best-arm identification
R Poiani, AM Metelli, M Restelli
Advances in Neural Information Processing Systems 35, 17857-17870, 2022
52022
Truncating Trajectories in Monte Carlo Reinforcement Learning
R Poiani, AM Metelli, M Restelli
International Conference on Machine Learning, 2023
42023
Inverse Reinforcement Learning with Sub-optimal Experts
R Poiani, G Curti, AM Metelli, M Restelli
arXiv preprint arXiv:2401.03857, 2024
32024
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
12024
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
12023
Pure Exploration under Mediators' Feedback
R Poiani, AM Metelli, M Restelli
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023
12023
Optimal Multi-Fidelity Best-Arm Identification
R Poiani, R Degenne, E Kaufmann, AM Metelli, M Restelli
arXiv preprint arXiv:2406.03033, 2024
2024
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