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

Abstract:

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.