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:
Jul. 21, 2026

Filed:

May. 10, 2023
Applicant:

Augmenta Inc., Toronto, CA;

Inventors:

Lorenzo Mambretti, Kitchener, CA;

Francesco Iorio, Toronto, CA;

Massimiliano Moruzzi, Rockford, IL (US);

Assignee:

XABA INC., Toronto, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2006.01); B25J 19/02 (2006.01); B25J 13/08 (2006.01);
U.S. Cl.
CPC ...
B25J 9/1605 (2013.01); B25J 9/163 (2013.01); B25J 9/1664 (2013.01); B25J 19/022 (2013.01); B25J 13/089 (2013.01);
Abstract

A computer-implemented method for controlling a machine includes: determining a first state for the machine based on a kinematics model of the machine and a target roto-translation for an end effector associated with the machine; determining, using a forward-kinematics machine-learning model, a difference between the target roto-translation of the end effector and a first roto-translation of the end effector when the machine is in the first state; based on the difference between the target roto-translation and the first roto-translation, determining a second state for the machine; and outputting a control input for one or more actuators that causes the machine enter into the second state.


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