A Study on Cyclical Learning Rates in Reinforcement Learning and Its Application to Temperature and...
A Study on Cyclical Learning Rates in Reinforcement Learning and Its Application to Temperature and Power Consumption Control of Refrigeration System
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Basel: MDPI AG
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Language
English
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Basel: MDPI AG
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In recent years, with the advancement of computer hardware technology, an increasing number of complex control systems have begun employing reinforcement learning over traditional PID controls to address the challenge of managing multiple outputs simultaneously. In this study, we have for the first time adopted the cyclical learning rate method, wh...
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Full title
A Study on Cyclical Learning Rates in Reinforcement Learning and Its Application to Temperature and Power Consumption Control of Refrigeration System
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TN_cdi_doaj_primary_oai_doaj_org_article_c638777471874986bebe8f634409ff1a
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c638777471874986bebe8f634409ff1a
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ISSN
1996-1073
E-ISSN
1996-1073
DOI
10.3390/en17236054
