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:
Oct. 04, 2022

Filed:

Jan. 28, 2020
Applicants:

Lg Electronics Inc., Seoul, KR;

Industry-university Cooperation Foundation Hanyang University, Seoul, KR;

Inventors:

Sung Gil Park, Seoul, KR;

Byeonggil Yoo, Seoul, KR;

Sungeun Chung, Seoul, KR;

Il Hong Suh, Seoul, KR;

Youngbin Park, Seoul, KR;

Taewon Kim, Yongin-si, KR;

Yeseong Park, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2006.01); G06K 9/62 (2022.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/1697 (2013.01); G06K 9/6256 (2013.01); G06K 9/6262 (2013.01); G06N 3/08 (2013.01);
Abstract

Disclosed herein are a control server and method for controlling a robot using an artificial neural network, and a robot implementing the same. The robot includes a driver, a processor controlling the driver using an artificial neural network-based algorithm model, and a learning processor learning the algorithm model, where the algorithm model includes a first GAN (generative adversarial network) and a second GAN, the processor generates a plurality of real-like-fake images using a first generator included in a learned first GAN, the learning processor learns a second GAN based on a plurality of random texture rendered images and the plurality of real-like-fake images, and the processor generates a canonical image by inputting a real image to a second generator included in a learned second GAN, and controls the driver using the canonical image.


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