Davide Maran

16 papers A* 7A 1Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning in Markov Decision Processes with Exogenous Dynamics.
CoRR
Davide Maran, Davide Salaorni, Marcello Restelli
2024 J jnl
A parametric algorithm is optimal for non-parametric regression of smooth functions.
CoRR
Davide Maran, Marcello Restelli
2024 A conf
Autoregressive Bandits.
AISTATS
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
2024 A* conf
Bandits with Ranking Feedback.
NeurIPS
Davide Maran, Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti, Marcello Restelli
2024 A* conf
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs.
NeurIPS
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2024 J jnl
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs.
CoRR
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2024 A* conf
No-Regret Reinforcement Learning in Smooth MDPs.
ICML
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2024 J jnl
No-Regret Reinforcement Learning in Smooth MDPs.
CoRR
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2024 A* conf
Online Markov Decision Processes Configuration with Continuous Decision Space.
AAAI
Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli
2024 A* conf
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs.
COLT
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2024 J jnl
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs.
CoRR
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
2023 A* conf
Tight Performance Guarantees of Imitator Policies with Continuous Actions.
AAAI
Davide Maran, Alberto Maria Metelli, Marcello Restelli
2022 J jnl
Autoregressive Bandits.
CoRR
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
2022 A* conf
Delayed Reinforcement Learning by Imitation.
ICML
Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli
2022 J jnl
Delayed Reinforcement Learning by Imitation.
CoRR
Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli
2022 J jnl
Tight Performance Guarantees of Imitator Policies with Continuous Actions.
CoRR
Davide Maran, Alberto Maria Metelli, Marcello Restelli