Projection by Convolution: Optimal Sample Complexity for RL in Continuous-Space MDPs

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

Annual Conference on Learning Theory (COLT), 2024. (Accepted)

Acceptance rate: 160/448 (35.7%)
CORE 2023: A*   GGS 2021: A+

[Link] [BibTeX]

 @incollection{maran2024projection,
    author = "Maran, Davide and Metelli, Alberto Maria and Papini, Matteo and Restelli, Marcello",
    title = "Projection by Convolution: Optimal Sample Complexity for RL in Continuous-Space MDPs",
    booktitle = "Annual Conference on Learning Theory (COLT)",
    year = "2024",
    note = "Accepted",
    url = "https://arxiv.org/abs/2405.06363"
}