The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 21, 2025

Filed:

Nov. 10, 2020
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventors:

Sergey Bashkirov, Salida, CA (US);

Michael Taylor, San Mateo, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2005.12); B25J 9/12 (2005.12); G06F 30/27 (2019.12); G06N 3/048 (2022.12); G06N 3/084 (2022.12); G06V 10/75 (2021.12);
U.S. Cl.
CPC ...
B25J 9/163 (2012.12); B25J 9/12 (2012.12); G06F 30/27 (2019.12); G06N 3/084 (2012.12); G06V 10/751 (2021.12); G06N 3/048 (2022.12);
Abstract

A method, system and computer program product for training a control input system involve taking an integral of an output value from a Motion Decision Neural Network for one or more movable joints to generate an integrated output value and comparing the integrated output value to a backlash threshold. A subsequent output value is generated using a machine learning algorithm that includes a sensor value and a previous joint position if the integrated output value does not at least meet the threshold. A position of the one or more movable joints is simulated based on an integral of the subsequent output value; and the Motion Decision Neural Network is trained with the machine learning algorithm based upon at least a result of the simulation of the position of the one or more movable joints.


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