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Riccardo Poiani
Riccardo Poiani
Verified email at unibocconi.it
Title
Cited by
Cited by
Year
Sequential transfer in reinforcement learning with a generative model
A Tirinzoni, R Poiani, M Restelli
International Conference on Machine Learning, 9481-9492, 2020
322020
Multi-fidelity best-arm identification
R Poiani, AM Metelli, M Restelli
Advances in Neural Information Processing Systems 35, 17857-17870, 2022
142022
Meta-Reinforcement Learning by Tracking Task Non-stationarity
R Poiani, A Tirinzoni, M Restelli
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
132021
Truncating Trajectories in Monte Carlo Reinforcement Learning
R Poiani, AM Metelli, M Restelli
International Conference on Machine Learning, 2023
112023
Optimal multi-fidelity best-arm identification
R Poiani, R Degenne, E Kaufmann, AM Metelli, M Restelli
Advances in Neural Information Processing Systems 37, 121882-121927, 2024
102024
Sub-optimal experts mitigate ambiguity in inverse reinforcement learning
R Poiani, C Gabriele, AM Metelli, M Restelli
Advances in Neural Information Processing Systems 37, 85778-85823, 2024
9*2024
Best-arm identification in unimodal bandits
R Poiani, M Jourdan, E Kaufmann, R Degenne
AISTATS 2025, 2024
82024
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
62024
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 25 (5), 4704-4711, 2023
42023
Pure Exploration under Mediators' Feedback
R Poiani, AM Metelli, M Restelli
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023
42023
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
R Poiani, M Bernasconi, A Celli
arXiv preprint arXiv:2505.22475, 2025
2025
Pure Exploration with Infinite Answers
R Poiani, M Bernasconi, A Celli
arXiv preprint arXiv:2505.22473, 2025
2025
Novel perspectives on multi-fidelity sequential decision-making
R Poiani
2024
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Articles 1–13