METELLI, ALBERTO MARIA
METELLI, ALBERTO MARIA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
2024-01-01 Drappo, G.; Metelli, A. M.; Restelli, M.
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
AReS: A patient simulator to facilitate testing of automated anesthesia
2025-01-01 Hosseinirad, Sara; Merlo, Manuela; Trovo, Francesco; Tognoli, Emiliano; Metelli, Alberto M.; Dumont, Guy A.
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.
Factored-Reward Bandits with Intermediate Observations: Regret Minimization and Best Arm Identification
2025-01-01 Mussi, Marco; Drago, Simone; Restelli, Marcello; Metelli, Alberto Maria
Generalizing the Regret: an Analysis of Lower and Upper Bounds
2025-01-01 Mussi, M.; Metelli, A. M.
Human-AI interaction in safety-critical network infrastructures
2025-01-01 Mussi, M.; Metelli, A. M.; Restelli, M.; Losapio, G.; Bessa, R. J.; Boos, D.; Borst, C.; Leto, G.; Castagna, A.; Chavarriaga, R.; Dias, D.; Egli, A.; Eisenegger, A.; El Manyari, Y.; Fuxjager, A.; Geraldes, J.; Hamouche, S.; Hassouna, M.; Lemetayer, B.; Leyli-Abadi, M.; Liessner, R.; Lundberg, J.; Marot, A.; Meddeb, M.; Schiaffonati, V.; Schneider, M.; Stadelmann, T.; Usher, J.; Van Hoof, H.; Viebahn, J.; Waefler, T.; Zanotti, G.
Importance Sampling Techniques for Policy Optimization
2020-01-01 Metelli, ALBERTO MARIA; Papini, Matteo; Montali, Nico; Restelli, Marcello
Information Capacity Regret Bounds for Bandits with Mediator Feedback
2024-01-01 Eldowa, K.; Cesa-Bianchi, N.; Metelli, A. M.; Restelli, M.
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
Minimax off-policy evaluation and learning with subgaussian and differentiable importance weighting
2025-01-01 Metelli, A. M.; Russo, A.; Restelli, M.
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
2022-01-01 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.
Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds
2024-01-01 Paczolay, Gabor; Papini, Matteo; Metelli, Alberto Maria; Harmati, Istvan; Restelli, Marcello