Poiani, Riccardo

9 publications

AISTATS 2025 Best-Arm Identification in Unimodal Bandits Riccardo Poiani, Marc Jourdan, Emilie Kaufmann, Rémy Degenne

NeurIPS 2024 Optimal Multi-Fidelity Best-Arm Identification Riccardo Poiani, Rémy Degenne, Emilie Kaufmann, Alberto Maria Metelli, Marcello Restelli

NeurIPS 2024 Sub-Optimal Experts Mitigate Ambiguity in Inverse Reinforcement Learning Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli

NeurIPSW 2023 Pure Exploration Under Mediators’ Feedback Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

NeurIPS 2023 Truncating Trajectories in Monte Carlo Policy Evaluation: An Adaptive Approach Riccardo Poiani, Nicole Nobili, Alberto Maria Metelli, Marcello Restelli

ICML 2023 Truncating Trajectories in Monte Carlo Reinforcement Learning Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

NeurIPS 2022 Multi-Fidelity Best-Arm Identification Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli

IJCAI 2021 Meta-Reinforcement Learning by Tracking Task Non-Stationarity Riccardo Poiani, Andrea Tirinzoni, Marcello Restelli

ICML 2020 Sequential Transfer in Reinforcement Learning with a Generative Model Andrea Tirinzoni, Riccardo Poiani, Marcello Restelli