Sfoglia per Autore
Towards Theoretical Understanding of Inverse Reinforcement Learning
2023-01-01 Metelli, ALBERTO MARIA; Lazzati, Filippo; Restelli, Marcello
Truncating Trajectories in Monte Carlo Reinforcement Learning
2023-01-01 Poiani, Riccardo; Metelli, ALBERTO MARIA; Restelli, Marcello
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs
2023-01-01 Poiani, Riccardo; Stirbu, Ciprian; 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
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems
2023-01-01 Fedeli, Filippo; Metelli, ALBERTO MARIA; Trovo', Francesco; Restelli, Marcello
ARLO: A framework for Automated Reinforcement Learning
2023-01-01 Mussi, Marco; Lombarda, Davide; Metelli, Alberto Maria; Trovo, Francesco; Restelli, Marcello
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
2023-01-01 Poiani, Riccardo; Nobili, Nicole; Metelli, ALBERTO MARIA; 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
Parameterized Projected Bellman Operator
2024-01-01 Vincent, T.; Metelli, A. M.; Belousov, B.; Peters, J.; Restelli, M.; D'Eramo, C.
Interpretable linear dimensionality reduction based on bias-variance analysis
2024-01-01 Bonetti, P.; Metelli, A. M.; Restelli, M.
Recent Advancements in Inverse Reinforcement Learning
2024-01-01 Metelli, A. M.
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