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1.发明申请公开(公告)号：US20200004210A1
公开(公告)日：2020-01-02
申请号：US16454816
申请日：2019-06-27
Applicant: LG ELECTRONICS INC.
Inventor： Bongsang KIM
IPC: G05B13/02
Abstract: Disclosed herein is an automatic control artificial intelligence device including a collection unit configured to acquire an output value according to control of a control system; and an artificial intelligence unit operably coupled to the collection unit and configured to: communicate with the collection unit; set at least one of one or more base lines and a reward based on a gap between the one or more base lines and the output value, according to a plurality of operation goals of the control system; and update a control function for providing a control value to the control system by performing reinforcement learning based on the gap between the one or more base lines and the output value.
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2.发明申请公开(公告)号：US20200005185A1
公开(公告)日：2020-01-02
申请号：US16454859
申请日：2019-06-27
Applicant: LG ELECTRONICS INC.
Inventor： Bongsang KIM
IPC: G06N20/00 , G05B19/4155
Abstract: An artificial intelligence device is disclosed. In an embodiment, the artificial intelligence device includes a sensor configured to acquire an output value according to control of a control system, and an artificial intelligence unit comprising one or more processors configured to obtain one or more updated parameters of a control function of the control system based on the output value using reinforcement learning, and update the control function for providing a control value to the control system with the one or more updated parameters.
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公开(公告)号：US20210190362A1
公开(公告)日：2021-06-24
申请号：US16492899
申请日：2019-06-04
Applicant: LG ELECTRONICS INC.
Inventor： Hangyu KO , Bongsang KIM
Abstract: An apparatus for generating a temperature prediction model is disclosed. The apparatus for generating a temperature prediction model includes the temperature prediction model configured to provide a simulation environment, and a processor configured to set a hyperparameter of the temperature prediction model, train the temperature prediction model, in which the hyperparameter is set, so that the temperature prediction model, in which the hyperparameter is set, outputs a predicted temperature, update the hyperparameter on the basis of a difference between the predicted temperature, which is outputted from the trained temperature prediction model, and an actual temperature, and repeat the setting of the hyperparameter, the training of the temperature prediction model, and the updating of the hyperparameter on the basis of the difference between the predicted temperature and the actual temperature by a predetermined number of times or more to set a final hyperparameter of the temperature prediction model.
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公开(公告)号：US20210064896A1
公开(公告)日：2021-03-04
申请号：US16960003
申请日：2018-01-22
Applicant: LG ELECTRONICS INC.
Inventor： Bongsang KIM
Abstract: An electronic device and a control method therefor are disclosed. The present invention comprises: a camera; a memory for storing user face authentication information and an authentication pattern; and a control unit for recognizing a face from an image acquired through the camera, performing a first authentication that determines whether the recognized face matches the face authentication information, tracking the movement of a gaze of the recognized face when the first authentication is completed, and performing a second authentication that determines whether the movement of the gaze matches the authentication pattern. According to the present invention, a dual authentication step using the face authentication information and the movement of the gaze of the user can be conveniently performed.
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