Invention Grant
- Patent Title: Determining sequences of interactions, process extraction, and robot generation using artificial intelligence / machine learning models
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Application No.: US17696120Application Date: 2022-03-16
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Publication No.: US11782739B2Publication Date: 2023-10-10
- Inventor: Prabhdeep Singh
- Applicant: UiPath, Inc.
- Applicant Address: US NY New York
- Assignee: UiPath, Inc.
- Current Assignee: UiPath, Inc.
- Current Assignee Address: US NY New York
- Agency: LeonardPatel PC
- Agent Michael A. Leonard, II; Sheetal S. Patel
- Main IPC: G06F9/451
- IPC: G06F9/451 ; G06N20/00 ; G06F17/18
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.
Public/Granted literature
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