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
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
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
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning
2022-01-01 Damiani, Angelo; Manganini, Giorgio; Metelli, ALBERTO MARIA; Restelli, Marcello
Compatible Reward Inverse Reinforcement Learning
2017-01-01 Metelli, ALBERTO MARIA; Pirotta, M.; Restelli, M.
Configurable Markov Decision Processes
2018-01-01 Metelli, Alberto Maria; Mutti, Mirco; Restelli, Marcello
Content-based approaches for cold-start job recommendations
2017-01-01 Bianchi, M.; Cesaro, F.; Ciceri, F.; Dagrada, M.; Gasparin, A.; Grattarola, D.; Inajjar, I.; Metelli, A. M.; Cella, L.
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
2020-01-01 Metelli, ALBERTO MARIA; Mazzolini, Flavio; Bisi, Lorenzo; Sabbioni, Luca; Restelli, Marcello
Dynamical Linear Bandits
2023-01-01 Mussi, Marco; Metelli, ALBERTO MARIA; Restelli, Marcello
Feature Selection via Mutual Information: New Theoretical Insights
2019-01-01 Beraha, M.; Metelli, A. M.; Papini, M.; Tirinzoni, A.; Restelli, M.
Gradient-Aware Model-Based Policy Search
2020-01-01 D'Oro, Pierluca; Metelli, ALBERTO MARIA; Tirinzoni, Andrea; Papini, Matteo; Restelli, Marcello
Information-Theoretic Regret Bounds for Bandits with Fixed Expert Advice
2023-01-01 Eldowa, Khaled; Cesa-Bianchi, Nicolò; Metelli, Alberto Maria; Restelli, Marcello
Learning in Non-Cooperative Configurable Markov Decision Processes
2021-01-01 Ramponi, Giorgia; Metelli, ALBERTO MARIA; Concetti, Alessandro; Restelli, Marcello
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization
2022-01-01 Liotet, Pierre; Vidaich, Francesco; Metelli, Alberto Maria; Restelli, Marcello
Multi-Fidelity Best-Arm Identification
2022-01-01 Poiani, Riccardo; Metelli, Alberto Maria; Restelli, Marcello
On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation
2023-01-01 Metelli, ALBERTO MARIA; Meta, Samuele; Restelli, Marcello
Optimistic Policy Optimization via Multiple Importance Sampling
2019-01-01 Papini, Matteo; Metelli, Alberto Maria; Lupo, Lorenzo; Restelli, Marcello
Parameterized Projected Bellman Operator
2024-01-01 Vincent, T.; Metelli, A. M.; Belousov, B.; Peters, J.; Restelli, M.; D'Eramo, C.
Policy Optimization as Online Learning with Mediator Feedback
2021-01-01 Metelli, ALBERTO MARIA; Papini, Matteo; D'Oro, Pierluca; Restelli, Marcello