Dual Control of Exploration and Exploitation for Auto-Optimisation Control with Active Learning
Dual Control of Exploration and Exploitation for Auto-Optimisation Control with Active Learning
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Author / Creator
Li, Zhongguo , Chen, Wen-Hua , Yang, Jun and Yan, Yunda
Publisher
Ithaca: Cornell University Library, arXiv.org
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Language
English
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Publisher
Ithaca: Cornell University Library, arXiv.org
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Scope and Contents
Contents
The quest for optimal operation in environments with unknowns and uncertainties is highly desirable but critically challenging across numerous fields. This paper develops a dual control framework for exploration and exploitation (DCEE) to solve an auto-optimisation problem in such complex settings. In general, there is a fundamental conflict betwee...
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Full title
Dual Control of Exploration and Exploitation for Auto-Optimisation Control with Active Learning
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Record Identifier
TN_cdi_proquest_journals_2771189109
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2771189109
Other Identifiers
E-ISSN
2331-8422
DOI
10.48550/arxiv.2301.11984
