公开(公告)号：EP3839725A1

公开(公告)日：2021-06-23

申请号：EP20189062.1

申请日：2020-07-31

申请人： UiPath, Inc.

发明人： OROS, Andrei Robert

IPC分类号： G06F8/65 ,  G06N7/00 ,  G06N3/10 ,  G06N3/08 ,  G06N3/04 ,  G06F8/656

摘要： Dynamically updating, or retraining and updating, artificial intelligence (AI) / machine learning (ML) models in digital processes at runtime is disclosed. Production operation may not need to be stopped for AI/ML model update or retraining and update. The update steps and/or retraining steps for the AI/ML model may be included as part of the digital process. The AI/ML model update may be requested from internal logic (e.g., from the evaluation of a condition, by an that expression calls for the AI/ML model, etc.), external requests (e.g., from external triggers in a finite state machine (FSM), such as a file change, database data, a service call, etc.), or both. Automation of AI/ML model updates or retraining and updates may be provided, where the software reloads/reinitializes/re-instantiates with a retrained and/or updated AI/ML model after (and possibly immediately after) the AI/ML model becomes available.

公开(公告)号：EP4323869A1

公开(公告)日：2024-02-21

申请号：EP21823465.6

申请日：2021-10-29

申请人： UiPath, Inc.

发明人： MA, Tao ,  RIPA, Bogdan Constantin ,  OROS, Andrei Robert ,  PUFU, Cristian ,  FAUCHERE, Clement B. ,  MADKOUR, Tarek

IPC分类号： G06F9/50 ,  G06F9/455 ,  G06Q10/10