AUTOMATIC COMPLETION OF ROBOTIC PROCESS AUTOMATION WORKFLOWS USING MACHINE LEARNING
Patent №
US 11,200,539
Granted
2021-12-14
Filed 2019
Owner
UIPATH, INC.
Lab
—
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16702966
Automatic completion of robotic process automation (RPA) workflows using machine learning (ML) is disclosed. A trained ML model may intelligently and automatically predict and complete the next series of activities in RPA workflows (e.g., one, a few, many, the remainder of the workflow, etc.). Actions users take while creating workflows over a time period may be captured and stored. The ML model may then be trained and used to match the stored actions with stored workflow sequences of actions in order to predict and complete the workflow. As more and more workflow sequences are captured and stored over time, the ML model may be retrained to predict a larger number of sequences and/or to more accurately make predictions. Auto-completion may occur in real-time in some embodiments to save time and effort by the user.
AI classification
Ownership
UIPATH, INC.
assignment · 512730275
Assignors
IYER, KARTIK, IYER, RADHAKRISHNAN, KUMAR M, NAVEEN
On an employer assignment, the assignors are typically the inventors.