Sfoglia per Autore
Safe policy iteration: A monotonically improving approximate policy iteration approach
2021-01-01 Metelli, A. M.; Pirotta, M.; Calandriello, D.; Restelli, M.
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.
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
Configurable Environments in Reinforcement Learning: An Overview
2022-01-01 Metelli, A. M.
Stochastic Rising Bandits
2022-01-01 Metelli, ALBERTO MARIA; Trovo', Francesco; Pirola, Matteo; Restelli, Marcello
A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators
2022-01-01 Metelli, A. M.
Trust Region Meta Learning for Policy Optimization
2022-01-01 Occorso, Manuel; Sabbioni, Luca; Metelli, ALBERTO MARIA; Restelli, Marcello
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning
2022-01-01 Damiani, Angelo; Manganini, Giorgio; Metelli, ALBERTO MARIA; Restelli, Marcello
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management
2022-01-01 Cestero, J.; Quartulli, M.; Metelli, A. M.; Restelli, M.
Multi-Fidelity Best-Arm Identification
2022-01-01 Poiani, Riccardo; Metelli, Alberto Maria; Restelli, Marcello
Exploiting environment configurability in reinforcement learning
2022-01-01 Metelli, ALBERTO MARIA
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization
2022-01-01 Liotet, Pierre; Vidaich, Francesco; Metelli, Alberto Maria; Restelli, Marcello
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
Switching Latent Bandits
2023-01-01 Russo, Alessio; Metelli, ALBERTO MARIA; Restelli, Marcello
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning
2023-01-01 Drappo, Gianluca; Metelli, ALBERTO MARIA; Restelli, Marcello
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
2023-01-01 Poiani, Riccardo; Nobili, Nicole; 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
Dynamical Linear Bandits
2023-01-01 Mussi, Marco; Metelli, ALBERTO MARIA; Restelli, Marcello
Simultaneously Updating All Persistence Values in Reinforcement Learning
2023-01-01 Sabbioni, Luca; AL DAIRE, Luca; Bisi, Lorenzo; Metelli, ALBERTO MARIA; Restelli, Marcello
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control
2023-01-01 Likmeta, Amarildo; Sacco, Matteo; Metelli, ALBERTO MARIA; Restelli, Marcello
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