Offline reinforcement learning with representations for actions

DOI10.1016/j.ins.2022.08.019MaRDI QIDQ6122284

Xingzhou Lou, Zhaofeng He, Qiyue Yin, Chao Yu, Junge Zhang, Nengjie Cheng, Kaiqi Huang

Publication date: 27 March 2024

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

zbMATH Keywords

action embeddingoffline reinforcement learning

Mathematics Subject Classification ID

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

Cites Work

• Heterogeneous formation control of multiple rotorcrafts with unknown dynamics by reinforcement learning
• Strong data-processing inequalities for channels and Bayesian networks
• Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems
• Learning When-to-Treat Policies

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