Apparatus, method and storage medium

An apparatus is provided, which includes a setting unit for setting an operation content for a manufacturing system configured to manufacture an object to be manufactured, a first acquisition unit for acquiring a posterior state parameter set indicating a state of at least one of the manufacturing s...

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Bibliographic Details
Main Authors Karasawa, Rei, Yamamoto, Junji, Abe, Hiroto, Furukawa, Yota, Kanokogi, Hiroaki, Kobuchi, Keiichiro
Format Patent
LanguageEnglish
Published 15.10.2024
Subjects
APPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY
BEER
BIOCHEMISTRY
CHEMISTRY
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
ENZYMOLOGY
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
METALLURGY
MICROBIOLOGY
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
MUTATION OR GENETIC ENGINEERING
PHYSICS
REGULATING
SPIRITS
VINEGAR
WINE
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Summary:An apparatus is provided, which includes a setting unit for setting an operation content for a manufacturing system configured to manufacture an object to be manufactured, a first acquisition unit for acquiring a posterior state parameter set indicating a state of at least one of the manufacturing system or the object to be manufactured after the operation content is set, and a learning processing unit for executing, by using learning data including the operation content and the posterior state parameter set, a learning process of a control model of the manufacturing system configured to output the operation content that increases a reward value determined by a preset reward function in response to input of a state parameter set indicating a state of at least one of the manufacturing system or the object to be manufactured.
Bibliography:Application Number: US202017074648