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:
Jun. 03, 2025
Filed:
Apr. 30, 2020
Applicant:
Uipath, Inc., New York, NY (US);
Inventors:
Prabhdeep Singh, Bellevue, WA (US);
Marco Alban Hidalgo, Redmond, WA (US);
Anton McGonnell, Seattle, WA (US);
Assignee:
UiPath, Inc., New York, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); B25J 9/16 (2006.01); G06F 9/54 (2006.01); G06N 5/02 (2023.01); G06N 20/00 (2019.01); H04L 29/06 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); B25J 9/163 (2013.01); G06N 5/02 (2013.01);
Abstract
A machine learning (ML) model retraining pipeline for robotic process automation (RPA) is disclosed. When an ML model is deployed in a production or development environment, RPA robots send requests to the ML model when executing their workflows. When a confidence level of the ML model falls below a certain confidence, training data is collected, potentially from a large number of computing systems. The ML model is then trained using at least in part the collected training data, and a new version of the ML model is deployed.