ARITHMETIC DEVICE, CONTROL PROGRAM, MACHINE LEARNER, GRASPING APPARATUS, AND CONTROL METHOD

Patent №

US 11,571,810

Granted

2023-02-07

Filed 2020

Owner

TOYOTA JIDOSHA KABUSHIKI KAISHA

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16875452

The arithmetic device configured to perform a calculation for controlling a motion of a grasping apparatus that performs work involving a motion of sliding a grasped object includes: an acquisition unit configured to acquire a state variable indicating a state of the grasping apparatus during the work; a storage unit storing a learned neural network that has been learned by receiving a plurality of training data sets composed of a combination of the state variable acquired in advance and correct answer data corresponding to the state variable; an arithmetic unit configured to calculate a target value of each of various actuators related to the work of the grasping apparatus by inputting the state variable to the learned neural network read from the storage unit; and an output unit configured to output the target value of each of the various actuators to the grasping apparatus.

Machine learningVisionKnowledge representationPlanningAI hardwareB25J 9/1612B25J 5/007B25J 9/163B25J 13/08B25J 13/082B25J 13/085B25J 13/089G06N 3/0442+9 more

AI classification

Machine learning1.00
Planning1.00
Knowledge representation0.99
Vision0.80
AI hardware0.74
Natural language0.04
Evolutionary computation0.00
Speech0.00

Ownership

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 527120906

Assignors

TAKAHASHI, TARO

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

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