Davide Maran

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Decision Process

Continuous Action

Reinforcement Learning

Partially Observable

Top Venues

Publications

Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs. COLT (2024)
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
No-Regret Reinforcement Learning in Smooth MDPs. CoRR (2024)
Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli
Online Markov Decision Processes Configuration with Continuous Decision Space. AAAI (2024)
Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs. CoRR (2024)
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
Autoregressive Bandits. AISTATS (2024)
Davide Maran, Alberto Maria Metelli, Marcello Restelli
Tight Performance Guarantees of Imitator Policies with Continuous Actions. AAAI (2023)
Davide Maran, Alberto Maria Metelli, Marcello Restelli
Tight Performance Guarantees of Imitator Policies with Continuous Actions. CoRR (2022)
Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli
Delayed Reinforcement Learning by Imitation. CoRR (2022)
Francesco Bacchiocchi, Gianmarco Genalti, Davide Maran, Marco Mussi, Marcello Restelli, Nicola Gatti, Alberto Maria Metelli
Autoregressive Bandits. CoRR (2022)
Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli
Delayed Reinforcement Learning by Imitation. ICML (2022)