首页> 外国专利> MACHINE LEARNING MODEL OPERATION MANAGEMENT SYSTEM AND MACHINE LEARNING MODEL OPERATION MANAGEMENT METHOD

MACHINE LEARNING MODEL OPERATION MANAGEMENT SYSTEM AND MACHINE LEARNING MODEL OPERATION MANAGEMENT METHOD

机译:机器学习模型运行管理系统和机器学习模型运行管理方法

摘要

A machine learning model operation management system includes a model building server and an operation server. The model building server builds a trained machine learning model based on received training data. When the trained machine learning model stored in a robot controller operates for determining the operation of a robot, the operation server receives operation information generated by the robot controller. Data of the trained machine learning model built by the model building server is assigned with model identification information that uniquely identifies the trained machine learning model. The robot controller makes an external inquiry as to whether or not it has permission to use the trained machine learning model stored in itself, and if it has the permission to use, it makes the trained machine learning model available for use. The operation server stores the operation information in association with the model identification information.
机译:一种机器学习模型操作管理系统,包括模型构建服务器和操作服务器。模型构建服务器根据接收到的训练数据构建经过训练的机器学习模型。当存储在机器人控制器中的经过训练的机器学习模型用于确定机器人的操作时,操作服务器接收由机器人控制器生成的操作信息。模型构建服务器构建的经过训练的机器学习模型的数据被分配有模型标识信息,该信息唯一地标识了经过训练的机器学习模型。机器人控制器进行外部查询,以确定其是否有权使用存储在其自身中的经过训练的机器学习模型,如果其有权使用,则使经过训练的机器学习模型可供使用。操作服务器存储与模型标识信息相关联的操作信息。

著录项

  • 公开/公告号US2022152823A1

    专利类型

  • 公开/公告日2022-05-19

    原文格式PDF

  • 申请/专利权人 KAWASAKI JUKOGYO KABUSHIKI KAISHA;

    申请/专利号US202017434304

  • 发明设计人 HITOSHI HASUNUMA;JUN YAMAGUCHI;

    申请日2020-02-27

  • 分类号B25J9/16;G05B13/02;

  • 国家 US

  • 入库时间 2022-08-25 01:06:57

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