COMPUTING DEVICE, MACHINE LEARNING METHOD, AND STORAGE MEDIUM

Patent №

US 11,633,852

Granted

2023-04-25

Filed 2020

Owner

TOYOTA JIDOSHA KABUSHIKI KAISHA

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16897567

A computing device performs computation for controlling operations of a mobile manipulator configured to hold a plurality of target objects with a manipulator and move the target objects to predetermined positions. The computing device includes a storage and a calculator. The storage stores a trained machine learning model trained by inputting a plurality of training data sets, which are combinations of state variables and pieces of determination data associated with the state variables. The training data sets are acquired in advance. The calculator outputs a movement-target object to be moved to a predetermined position at current time by inputting the state variable to the trained machine learning model read from the storage. The state variable contains relative positions of the target objects to a specific portion of the mobile manipulator. The determination data associated with the state variable represents the movement-target object.

Machine learningVisionKnowledge representationAI hardwareB25J 9/163B25J 9/1664G05B 13/0265G05D 1/0221G05D 1/0246G05D 1/0274G06N 3/0499G06N 3/08+8 more

AI classification

Machine learning1.00
Vision1.00
AI hardware1.00
Knowledge representation0.95
Planning0.07
Evolutionary computation0.01
Natural language0.00
Speech0.00

Ownership

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 528950920

Assignors

TAKAHASHI, TARO

On an employer assignment, the assignors are typically the inventors.

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