- Patent Title: Controller optimization via reinforcement learning on asset avatar
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Application No.: US16878692Application Date: 2020-05-20
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Publication No.: US11674384B2Publication Date: 2023-06-13
- Inventor: Ziyao Li , Paul Muller , Prasanna Nirgudkar
- Applicant: Schlumberger Technology Corporation
- Applicant Address: US TX Sugar Land
- Assignee: Schlumberger Technology Corporation
- Current Assignee: Schlumberger Technology Corporation
- Current Assignee Address: US TX Sugar Land
- Main IPC: G05B13/02
- IPC: G05B13/02 ; E21B47/12 ; G05B13/04 ; E21B47/008 ; G06N3/08
Abstract:
A method can include receiving sensor data from a system; encoding the sensor data to a latent space representation via a trained encoder; generating a control action using the latent space representation; and issuing an instruction that corresponds to the control action for control of the system.
Public/Granted literature
- US20200370423A1 CONTROLLER OPTIMIZATION VIA REINFORCEMENT LEARNING ON ASSET AVATAR Public/Granted day:2020-11-26
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