METELLI, ALBERTO MARIA
METELLI, ALBERTO MARIA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
(ϵ, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits
2024-01-01 Genalti, G.; Marsigli, L.; Gatti, N.; Metelli, A. M.
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 Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
A Tale of Sampling and Estimation in Discounted Reinforcement Learning
2023-01-01 Metelli, ALBERTO MARIA; Mutti, Mirco; Restelli, Marcello
A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators
2022-01-01 Metelli, A. M.
Achieving \mathcal{O}(\sqrt{T}) Regret in Average-Reward POMDPs with Known Observation Models
2025-01-01 Russo, Alessio; Metelli, Alberto Maria; Restelli, Marcello
Achieving Orp?Tq Regret in Average-Reward POMDPs with Known Observation Models
2025-01-01 Russo, A.; Metelli, A. M.; Restelli, M.
Advancing drought monitoring via feature extraction
2021-01-01 Giuliani, M.; Metelli, A. M.; Restelli, M.; Castelletti, A.
Advancing drought monitoring via feature extraction and multi-task learning algorithms
2022-01-01 Giuliani, Matteo; Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, ANDREA FRANCESCO
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
Autoregressive Bandits
2024-01-01 Bacchiocchi, Francesco; Genalti, Gianmarco; Maran, Davide; Mussi, Marco; Restelli, Marcello; Gatti, Nicola; Metelli, ALBERTO MARIA
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning
2022-01-01 Damiani, Angelo; Manganini, Giorgio; Metelli, ALBERTO MARIA; Restelli, Marcello
Best Arm Identification for Stochastic Rising Bandits
2024-01-01 Mussi, Marco; Montenegro, Alessandro; Trovo, Francesco; Restelli, Marcello; Metelli, ALBERTO MARIA
Catoni-Style Change Point Detection for Regret Minimization in Piecewise-Stationary Heavy-Tailed Bandits
In corso di stampa Genalti, G.; Bhatt, S.; Gatti, N.; Metelli, A. M.
Causal feature selection via transfer entropy
2024-01-01 Bonetti, Paolo; Metelli, ALBERTO MARIA; 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
Compatible Reward Inverse Reinforcement Learning
2017-01-01 Metelli, ALBERTO MARIA; Pirotta, M.; Restelli, M.
Configurable Environments in Reinforcement Learning: An Overview
2022-01-01 Metelli, A. M.