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:
Dec. 24, 2024

Filed:

Apr. 22, 2019
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Jie Tan, Mountain View, CA (US);

Tingnan Zhang, San Jose, CA (US);

Atil Iscen, Mountain View, CA (US);

Erwin Coumans, Foster City, CA (US);

Yunfei Bai, Fremont, CA (US);

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B62D 57/032 (2006.01); B25J 9/16 (2006.01); G05D 1/00 (2024.01); G06N 3/042 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
B25J 9/161 (2013.01); B25J 9/1605 (2013.01); B25J 9/163 (2013.01); B25J 9/1664 (2013.01); B25J 9/1669 (2013.01); B62D 57/032 (2013.01); G05D 1/0891 (2013.01); G06N 3/042 (2023.01); G06N 3/08 (2013.01);
Abstract

Training and/or using a machine learning model for locomotion control of a robot, where the model is decoupled. In many implementations, the model is decoupled into an open loop component and a feedback component, where a user can provide a desired reference trajectory (e.g., a symmetric sine curve) as input for the open loop component. In additional and/or alternative implementations, the model is decoupled into a pattern generator component and a feedback component, where a user can provide controlled parameter(s) as input for the pattern generator component to generate pattern generator phase data (e.g., an asymmetric sine curve). The neural network model can be used to generate robot control parameters.


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