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.:
Date of Patent:
Jan. 06, 2026
Filed:
Jun. 27, 2022
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Jordan C. Reynolds, Austin, TX (US);
John J. Hagerbaumer, Mequon, WI (US);
Troy W. Mahr, Pleasant Prairie, WI (US);
Thomas K. Jacobsen, Wake Forest, NC (US);
Giancarlo Scaturchio, Pisa, IT;
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Abstract
Various embodiments of the present technology generally relate to industrial automation environments. More specifically, embodiments include systems and methods to train machine learning systems based on user operations in an industrial automation environment. In some examples, a Human Machine Interface (HMI) component displays a machine learning output indicating a training state of a machine learning model on a user interface and user feedback regarding the training state. A machine learning interface component weights feature vectors based on the user feedback and supplies the weighted feature vectors to the machine learning model. The machine learning interface component receives another machine learning output that indicates an updated training state for the model. The HMI component displays the output indicating the updated training state of the model, receives additional user feedback regarding the updating training state, and transfers the additional user feedback to the machine learning interface component.