Davide Maran

According to our database, Davide Maran authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning in Markov Decision Processes with Exogenous Dynamics.

Davide Maran, Davide Salaorni, Marcello Restelli

CoRR, March, 2026

2024

A parametric algorithm is optimal for non-parametric regression of smooth functions.

Davide Maran, Marcello Restelli

CoRR, 2024

Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs.

Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Bandits with Ranking Feedback.

Davide Maran, Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

No-Regret Reinforcement Learning in Smooth MDPs.

Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs.

Davide Maran, Alberto Maria Metelli, Matteo Papini, Marcello Restelli

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

Autoregressive Bandits.

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

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Online Markov Decision Processes Configuration with Continuous Decision Space.

Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Tight Performance Guarantees of Imitator Policies with Continuous Actions.

Davide Maran, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Delayed Reinforcement Learning by Imitation.

Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli

Proceedings of the International Conference on Machine Learning, 2022