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:

May. 21, 2020
Applicant:

Intrinsic Innovation Llc, Mountain View, CA (US);

Inventors:

Bala Venkata Sai Ravi Krishna Kolluri, Fremont, CA (US);

Stefan Schaal, Mountain View, CA (US);

Benjamin M. Davis, Oakland, CA (US);

Ralf Oliver Michael Schönherr, San Francisco, CA (US);

Ning Ye, Palo Alto, CA (US);

Assignee:

Intrinsic Innovation LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2006.01); G06N 20/00 (2019.01); B25J 9/00 (2006.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/0081 (2013.01); B25J 9/1661 (2013.01); B25J 9/1697 (2013.01); G06N 20/00 (2019.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for distributing skill templates for robotic demonstration learning. One of the methods includes receiving, from the user device by a skill template distribution system, a selection of an available skill template. The skill template distribution system provides a skill template, wherein the skill template comprises information representing a state machine of one or more tasks, and wherein the skill template specifies which of the one or more tasks are demonstration subtasks requiring local demonstration data. The skill template distribution system trains a machine learning model for the demonstration subtask using a local demonstration data to generate learned parameter values.


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