Maran, Davide

9 publications

NeurIPS 2025 Beyond Least Squares: Uniform Approximation and the Hidden Cost of Misspecification Davide Maran, Csaba Szepesvari

AISTATS 2024 Autoregressive Bandits Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli

NeurIPS 2024 Bandits with Ranking Feedback Davide Maran, Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti, Marcello Restelli

NeurIPS 2024 Local Linearity: The Key for No-Regret Reinforcement Learning in Continuous MDPs Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

ICML 2024 No-Regret Reinforcement Learning in Smooth MDPs Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

AAAI 2024 Online Markov Decision Processes Configuration with Continuous Decision Space Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli

COLT 2024 Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

AAAI 2023 Tight Performance Guarantees of Imitator Policies with Continuous Actions Davide Maran, Alberto Maria Metelli, Marcello Restelli

ICML 2022 Delayed Reinforcement Learning by Imitation Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli