On Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks in Besov Spaces

journal contribution

posted on 2025-04-02, 01:00 authored by T Nguyen-Tang, Sunil GuptaSunil Gupta, H Tran-The, Svetha VenkateshSvetha Venkatesh

On Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks in Besov Spaces

History

Journal

Transactions on Machine Learning Research

Volume

2022-December

Pagination

1-26

Location

New York, NY

Open access

Yes

eISSN

2835-8856

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Publisher

Machine Learning Research Inc.

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