US Patent Issued to UiPath on June 3 for "Machine learning model retraining pipeline for robotic process automation" (Washington Inventors)

ALEXANDRIA, Va., June 4 -- United States Patent no. 12,321,823, issued on June 3, was assigned to UiPath Inc. (New York).

"Machine learning model retraining pipeline for robotic process automation" was invented by Prabhdeep Singh (Bellevue, Wash.), Marco Alban Hidalgo (Redmond, Wash.) and Anton McGonnell (Seattle).

According to the abstract* released by the U.S. Patent & Trademark Office: "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, potent...