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

Planning1.00
AI hardware1.00
Machine learning1.00
Natural language0.80
Vision0.78
Knowledge representation0.59
Evolutionary computation0.00
Speech0.00

Ownership

UIPATH, INC.

assignment · 512730275

Assignors

IYER, KARTIK, IYER, RADHAKRISHNAN, KUMAR M, NAVEEN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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