DETERMINING SEQUENCES OF INTERACTIONS, PROCESS EXTRACTION, AND ROBOT GENERATION USING ARTIFICIAL INTELLIGENCE / MACHINE LEARNING MODELS

Patent №

US 11,803,397

Granted

2023-10-31

Filed 2022

Owner

UIPATH, INC.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17751139

Use of artificial intelligence (AI)/machine learning (ML) models is disclosed to determine sequences of user interactions with computing systems, extract common processes, and generate robotic process automation (RPA) robots. The AI/ML model may be trained to recognize matching n-grams of user interactions and/or a beneficial end state. Recorded real user interactions may be analyzed, and matching sequences may be implemented as corresponding activities in an RPA workflow.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 9/451G06N 3/082G06F 11/3438G06F 17/18G06N 3/0442G06N 3/0464G06N 3/0475G06N 3/09+8 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
Knowledge representation0.99
Planning0.98
AI hardware0.97
Vision0.00
Evolutionary computation0.00

Ownership

UIPATH, INC.

assignment · 599900180

Assignors

SINGH, PRABHDEEP

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

From the same owner

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