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:
Jun. 25, 2024

Filed:

Nov. 11, 2020
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventors:

Sergey Bashkirov, Salida, CA (US);

Michael Taylor, San Mateo, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 30/27 (2020.01); B25J 9/12 (2006.01); B25J 9/16 (2006.01); G06N 3/084 (2023.01); G06N 3/048 (2023.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/12 (2013.01); G06F 30/27 (2020.01); G06N 3/084 (2013.01); G06N 3/048 (2023.01);
Abstract

A method, system and computer 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 generating a subsequent output value 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. Surface damping interactions with at least a simulated environment, a rigid body position and a position of the one or more movable joints based on an integral of the subsequent output value are simulated. The Motion Decision Neural Network is trained with the machine learning algorithm based upon at least a result of the simulation of the simulated environment and position of the one or more movable joints.


Find Patent Forward Citations

Loading…