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. 27, 2023

Filed:

Apr. 05, 2021
Applicant:

X Development Llc, Mountain View, CA (US);

Inventors:

Nareshkumar Rajkumar, Cupertino, CA (US);

Patrick Leger, Belmont, CA (US);

Abhinav Gupta, Santa Clara, CA (US);

Assignee:

X Development LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/00 (2006.01); B25J 9/16 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/0003 (2013.01); B25J 9/1653 (2013.01); G06N 20/00 (2019.01); B25J 9/1697 (2013.01); Y10S 901/01 (2013.01); Y10S 901/03 (2013.01); Y10S 901/47 (2013.01);
Abstract

Methods, systems, and apparatus, including computer-readable media storing executable instructions, for enhancing robot learning. In some implementations, a robot stores first embeddings generated using a first machine learning model, and the first embeddings include one or more first private embeddings that are not shared with other robots. The robot receives a second machine learning model from a server system over a communication network. The robot generates a second private embedding for each of the one or more first private embeddings using the second machine learning model. The robot adds the second private embeddings to the cache of the robot and removes the one or more first private embeddings from the cache of the robot.


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