Title:
MACHINE LEARNING METHOD, MACHINE LEARNING DEVICE, MACHINE LEARNING PROGRAM, COMMUNICATION METHOD, AND KNEADING DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/241278
Kind Code:
A1
Abstract:
This machine learning method includes acquiring a state variable including at least one first evaluation parameter relating to performance evaluation of kneaded matter and at least one kneading condition, calculating a reward with regard to a decision result of at least one kneading condition on the basis of the state variable, updating a function for deciding the at least one kneading condition from the state variable on the basis of the reward, and deciding a kneading condition where the reward obtained is greatest by repeating updating of the function. The at least one first evaluation parameter includes at least one of a physical property and a shape property regarding the kneaded matter.
Inventors:
HAMADA HIKARU
YAMANE YASUAKI
YAMADA NORIFUMI
MIYASAKA KAZUO
YAMANE YASUAKI
YAMADA NORIFUMI
MIYASAKA KAZUO
Application Number:
PCT/JP2021/018408
Publication Date:
December 02, 2021
Filing Date:
May 14, 2021
Export Citation:
Assignee:
KOBE STEEL LTD (JP)
International Classes:
B29B7/20; B29B7/28; B29B7/48; B29B7/72
Domestic Patent References:
| WO2019008727A1 | 2019-01-10 |
Foreign References:
| JP2020032676A | 2020-03-05 |
Attorney, Agent or Firm:
KOTANI, Masataka et al. (JP)
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