Riccardo Poiani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Temporal Difference

Point Processes

Reinforcement Learning

Policy Evaluation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Riccardo Poiani, Ciprian Stirbu, Alberto Maria Metelli, Marcello Restelli
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Riccardo Poiani, Gabriele Curti, Alberto Maria Metelli, Marcello Restelli
Inverse Reinforcement Learning with Sub-optimal Experts. CoRR (2024)
Riccardo Poiani, Rémy Degenne, Emilie Kaufmann, Alberto Maria Metelli, Marcello Restelli
Optimal Multi-Fidelity Best-Arm Identification. CoRR (2024)
Riccardo Poiani, Nicole Nobili, Alberto Maria Metelli, Marcello Restelli
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach. NeurIPS (2023)
Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli
Truncating Trajectories in Monte Carlo Reinforcement Learning. ICML (2023)
Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli
Truncating Trajectories in Monte Carlo Reinforcement Learning. CoRR (2023)
Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli
Pure Exploration under Mediators' Feedback. CoRR (2023)
Riccardo Poiani, Alberto Maria Metelli, Marcello Restelli
Multi-Fidelity Best-Arm Identification. NeurIPS (2022)
Riccardo Poiani, Ciprian Stirbu, Alberto Maria Metelli, Marcello Restelli
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs. CoRR (2022)
Riccardo Poiani, Andrea Tirinzoni, Marcello Restelli
Meta-Reinforcement Learning by Tracking Task Non-stationarity. CoRR (2021)
Riccardo Poiani, Andrea Tirinzoni, Marcello Restelli
Meta-Reinforcement Learning by Tracking Task Non-stationarity. IJCAI (2021)
Andrea Tirinzoni, Riccardo Poiani, Marcello Restelli
Sequential Transfer in Reinforcement Learning with a Generative Model. ICML (2020)
Andrea Tirinzoni, Riccardo Poiani, Marcello Restelli
Sequential Transfer in Reinforcement Learning with a Generative Model. CoRR (2020)