Title:
METHOD FOR CONSTRUCTING TRAINED MODEL
Document Type and Number:
WIPO Patent Application WO/2023/033179
Kind Code:
A1
Abstract:
This method for constructing a trained model includes six steps. A first step involves collecting data for use in machine learning of operation, by a human, of an instrument being controlled. A second step involves assessing collected data that is the data having been collected and recollecting data in case of not satisfying a predetermined assessment standard. A third step involves selecting training data from the collected data that satisfies the assessment standard. A fourth step involves assessing the training data and re-selecting training data in case of not satisfying a predetermined assessment standard. A fifth step involves constructing a trained model by machine learning using the training data that satisfies the assessment standard. A sixth step involves assessing the trained model and retraining the trained model in case of not satisfying a predetermined assessment standard.
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Inventors:
HASUNUMA HITOSHI
YAMAMOTO TAKESHI
KURASHIMA KAZUKI
KISHIDA AYUMI
KAMON MASAYUKI
YAMAMOTO TAKESHI
KURASHIMA KAZUKI
KISHIDA AYUMI
KAMON MASAYUKI
Application Number:
PCT/JP2022/033334
Publication Date:
March 09, 2023
Filing Date:
September 05, 2022
Export Citation:
Assignee:
KAWASAKI HEAVY IND LTD (JP)
International Classes:
G06N20/00; B25J13/00
Foreign References:
| JP2021107970A | 2021-07-29 | |||
| JP2021086558A | 2021-06-03 | |||
| JP2018206286A | 2018-12-27 |
Attorney, Agent or Firm:
KATSURAGAWA, Naoki (JP)
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