Diverse randomized value functions: a provably pessimistic approach for offline reinforcement learning

DOI10.1016/j.ins.2024.121146MaRDI QIDQ6595316

Zhen Wang, Hongyi Guo, Xudong Yu, Chang-Hong Wang, Chenjia Bai

Publication date: 30 August 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

diversificationpessimismdistributional shiftoffline reinforcement learningrandomized value functions

Mathematics Subject Classification ID

Computer science (68-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)

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