Riccardo Poiani

According to our database, Riccardo Poiani authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Non-Asymptotic Analysis of (Sticky) Track-and-Stop.

Riccardo Poiani, Martino Bernasconi, Andrea Celli

CoRR, May, 2025

Pure Exploration with Infinite Answers.

Riccardo Poiani, Martino Bernasconi, Andrea Celli

CoRR, May, 2025

Best-Arm Identification in Unimodal Bandits.

Riccardo Poiani, Marc Jourdan, Emilie Kaufmann, Rémy Degenne

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs.

Riccardo Poiani, Ciprian Stirbu, Alberto Maria Metelli, Marcello Restelli

IEEE Trans. Intell. Transp. Syst., May, 2024

Inverse Reinforcement Learning with Sub-optimal Experts.

Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli

CoRR, 2024

Optimal Multi-Fidelity Best-Arm Identification.

Riccardo Poiani, Rémy Degenne, Emilie Kaufmann, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning.

Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Pure Exploration under Mediators' Feedback.

Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

CoRR, 2023

Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach.

Riccardo Poiani, Nicole Nobili, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Truncating Trajectories in Monte Carlo Reinforcement Learning.

Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

Proceedings of the International Conference on Machine Learning, 2023

2022

Multi-Fidelity Best-Arm Identification.

Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Meta-Reinforcement Learning by Tracking Task Non-stationarity.

Riccardo Poiani, Andrea Tirinzoni, Marcello Restelli

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Sequential Transfer in Reinforcement Learning with a Generative Model.

Andrea Tirinzoni, Riccardo Poiani, Marcello Restelli

Proceedings of the 37th International Conference on Machine Learning, 2020