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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.

Patent No.:

US 10766136 B1

PDFFull Text
Date of Patent:
Sep. 08, 2020

Filed:

Nov. 03, 2017

Artificial intelligence system for modeling and evaluating robotic success at task performance

Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Brandon William Porter, Yarrow Point, WA (US);

Leonardo Ruggiero Bachega, Seattle, WA (US);

Brian C. Beckman, Seattle, WA (US);

Benjamin Lev Snyder, Seattl, WA (US);

Michael Vogelsong, Seattle, WA (US);

Corrinne Yu, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:

Knobbe, Martens, Olson & Bear, LLP

Primary Examiner:

Ben M Rifkin

Int. Cl.
CPC ...
B25J 9/16 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/1697 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G05B 2219/39271 (2013.01); Y10S 901/03 (2013.01); Y10S 901/47 (2013.01);
Abstract

A machine learning system builds and uses computer models for identifying how to evaluate the level of success reflected in a recorded observation of a task. Such computer models may be used to generate a policy for controlling a robotic system performing the task. The computer models can also be used to evaluate robotic task performance and provide feedback for recalibrating the robotic control policy.

Find Patent Forward Citations

Porter, Brandon. (2020). Artificial intelligence system for modeling and evaluating robotic success at task performance (U.S. Patent No. 10766136). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10766136

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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