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:
Sep. 13, 2022

Filed:

Mar. 27, 2019
Applicant:

Abb Schweiz Ag, Baden, CH;

Inventors:

Jinmiao Huang, Chongqing, CN;

Carlos Martinez, South Windsor, CT (US);

Sangeun Choi, Simsbury, CT (US);

Thomas A. Fuhlbrigge, Ellington, CT (US);

Assignee:

ABB Schweiz AG, Baden, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B25J 9/16 (2006.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
B25J 9/163 (2013.01); B25J 9/1612 (2013.01); B25J 9/1671 (2013.01); G06F 17/18 (2013.01); G06N 20/00 (2019.01);
Abstract

For training an object picking robot with real and simulated grasp performance data, grasp locations on an object are assigned based on object physical properties. A simulation experiment for robot grasping is performed using a first set of assigned locations. Based on simulation data from the simulation, a simulated object grasp quality of the robot is evaluated for each of the assigned locations. A first set of candidate grasp locations on the object is determined based on data representative of simulated grasp quality from the evaluation. Based on sensor data from an actual experiment for the robot grasping using each of the candidate grasp locations, an actual object grasp quality is evaluated for each of the candidate locations.


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