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:
Aug. 05, 2025
Filed:
Jan. 07, 2021
Applicant:
Uipath, Inc., New York, NY (US);
Inventor:
Shashank Shrivastava, Bangalore, IN;
Assignee:
UiPath, Inc., New York, NY (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/451 (2018.01); G05B 19/04 (2006.01); G06F 8/61 (2018.01); G06F 21/60 (2013.01); G06F 21/62 (2013.01); G06F 30/27 (2020.01); G06N 3/008 (2023.01); G06N 3/10 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/451 (2018.02); G05B 19/04 (2013.01); G06F 8/61 (2013.01); G06F 21/602 (2013.01); G06F 21/6218 (2013.01); G06F 30/27 (2020.01); G06N 3/008 (2013.01); G06N 3/10 (2013.01); G06N 3/105 (2013.01); G06N 20/00 (2019.01); G06F 2212/402 (2013.01); G06F 2221/2107 (2013.01);
Abstract
Robotic process automation (RPA) architectures and processes for hosting, monitoring, and retraining ML machine learning (ML) models are disclosed. Retraining is an important part of the ML model lifecycle. The retraining may depend on the type of the ML model and the data on which the ML model will be trained. A secure storage layer may be used to store data from RPA robots for retraining. This retraining may be performed automatically, remotely, and without user involvement.