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.
AI classification
Ownership
UIPATH, INC.
assignment · 599900180
Assignors
SINGH, PRABHDEEP
On an employer assignment, the assignors are typically the inventors.