Title:
LEARNING DEVICE, CONTROL DEVICE, LEARNING METHOD, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/166573
Kind Code:
A1
Abstract:
This learning device comprises: a meta-parameter learning means for learning values of a meta-parameter indicating, in a learning model in which the values of a parameter follow a probability distribution, the probability distribution on the basis of training data indicating input and output in the learning model; a generalization error evaluation means for calculating an evaluation value indicating evaluation of a generalization error of the learning model; and a learning continuation determination means for determining, on the basis of the evaluation value, the necessity of a learning continuation of the values of the meta-parameter.
Inventors:
TAKANO RIN (JP)
OYAMA HIROYUKI (JP)
OYAMA HIROYUKI (JP)
Application Number:
PCT/JP2022/008699
Publication Date:
September 07, 2023
Filing Date:
March 01, 2022
Export Citation:
Assignee:
NEC CORP (JP)
International Classes:
B25J13/00; G06N20/00
Domestic Patent References:
| WO2020201516A1 | 2020-10-08 |
Foreign References:
| US8756175B1 | 2014-06-17 | |||
| JP2020522394A | 2020-07-30 | |||
| JP2012024882A | 2012-02-09 |
Attorney, Agent or Firm:
TANAI Sumio et al. (JP)
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