METELLI, ALBERTO MARIA
METELLI, ALBERTO MARIA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators
2022-01-01 Metelli, A. M.
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
ARLO: A framework for Automated Reinforcement Learning
2023-01-01 Mussi, Marco; Lombarda, Davide; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving
2020-01-01 Likmeta, Amarildo; Metelli, ALBERTO MARIA; Tirinzoni, Andrea; Giol, Riccardo; Restelli, Marcello; Romano, Danilo
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems
2021-01-01 Likmeta, A.; Metelli, A. M.; Ramponi, G.; Tirinzoni, A.; Giuliani, M.; Restelli, M.
Importance Sampling Techniques for Policy Optimization
2020-01-01 Metelli, ALBERTO MARIA; Papini, Matteo; Montali, Nico; Restelli, Marcello
Interpretable linear dimensionality reduction based on bias-variance analysis
2024-01-01 Bonetti, P.; Metelli, A. M.; Restelli, M.
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems
2023-01-01 Fedeli, Filippo; Metelli, ALBERTO MARIA; Trovo', Francesco; Restelli, Marcello
On the use of the policy gradient and Hessian in inverse reinforcement learning
2020-01-01 Metelli, A. M.; Pirotta, M.; Restelli, M.
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs
2023-01-01 Poiani, Riccardo; Stirbu, Ciprian; Metelli, ALBERTO MARIA; Restelli, Marcello
Policy space identification in configurable environments
2021-01-01 Metelli, A. M.; Manneschi, G.; Restelli, M.
Safe policy iteration: A monotonically improving approximate policy iteration approach
2021-01-01 Metelli, A. M.; Pirotta, M.; Calandriello, D.; Restelli, M.