公开(公告)号：US20210094423A1

公开(公告)日：2021-04-01

申请号：US16796329

申请日：2020-02-20

Applicant: LG ELECTRONICS INC.

Inventor： Sungmin MOON ,  Sang Hak LEE ,  Nak Yeong KIM ,  Sung Jin KIM

IPC: B60L7/10 ,  G05D1/02 ,  B60W10/08 ,  B60W10/26

Abstract: A transport robot may include a wheel driver, a power supply, and a processor. The transport robot may execute artificial intelligence (AI) algorithms and/or machine learning algorithms, and may communicate with other electronic devices in a 5G communication environment. Thus, user convenience can be improved.

公开(公告)号：US20210038014A1

公开(公告)日：2021-02-11

申请号：US16701071

申请日：2019-12-02

Applicant: LG ELECTRONICS INC.

Inventor： Jun Ho KIM ,  Min Jung KIM ,  Yoo Jin CHOI ,  In Jun PARK ,  Sung Jin KIM

IPC: A47J31/00 ,  A47J31/52 ,  A47J31/44 ,  A23F5/26

Abstract: According to the present disclosure, when drip coffee is extracted, it may learn drip coffee recipe information of a barista to be imitated and extract the drip coffee based on the learned reference acidity and reference concentration. The extracted drip coffee may be compared with the learned reference acidity and the reference concentration and evaluated, and when the acidity and concentration of the drip coffee are matched with the reference acidity and the reference concentration, the drip coffee having the same acidity and concentration as the drip coffee may be extracted. Alternatively, when the acidity and concentration of the drip coffee are not matched with the reference acidity and the reference concentration, drip coffee having the same or/and similar acidity and concentration as or/and to the reference acidity and the reference concentration may be extracted by changing extraction conditions of the drip coffee through reinforcement learning.

公开(公告)号：US20200020303A1

公开(公告)日：2020-01-16

申请号：US16579764

申请日：2019-09-23

Applicant: LG ELECTRONICS INC.

Inventor： Dong Ho KIM ,  Yun Jun CHOI ,  Seung Jong CHOI ,  Sung Jin KIM

IPC: G09G5/10 ,  G06K9/32 ,  G06N3/04 ,  G06N3/08

Abstract: The present disclosure relates to a display device and a display method for reducing a burn-in phenomenon by performing an on-board artificial intelligence (AI) algorithm and/or machine learning algorithm to predict a display duration of an object in an image, and processing the image based on the predicted display duration. The display method according to one embodiment of the present disclosure may include extracting a predetermined type of object from an inputted image, predicting a display duration of the extracted object, and adjusting a luminance value of a pixel in an area corresponding to the object in the image based on the predicted display duration, and displaying the image in which the adjusted luminance value of the pixel is reflected.

公开(公告)号：US20210188550A1

公开(公告)日：2021-06-24

申请号：US16903842

申请日：2020-06-17

Applicant: LG ELECTRONICS INC.

Inventor： Sung Jin KIM ,  Sang Hak Lee ,  Nak Yeong Kim ,  Sungmin Moon ,  Da Eun Kim

IPC: B65G1/137 ,  B65G1/04 ,  G06N3/08 ,  G06Q10/08

Abstract: A transport robot is disclosed. The transport robot may include a cover driver, a power supply, and a processor. The transport robot may execute an artificial intelligence (AI) algorithm and/or a machine learning algorithm, and may communicate with other electronic devices in a 5G communication environment. As a result, user convenience may be improved.

公开(公告)号：US20210149405A1

公开(公告)日：2021-05-20

申请号：US16845742

申请日：2020-04-10

Applicant: LG ELECTRONICS INC.

Inventor： Da Eun KIM ,  Sang Hak LEE ,  Nak Yeong KIM ,  Sung Jin KIM ,  Sungmin MOON

IPC: G05D1/02 ,  G05D1/12 ,  G05D1/00 ,  B60W60/00

Abstract: Disclosed is a mobile robot. The mobile robot may include a body and a controller. The mobile robot may execute an artificial intelligence (AI) algorithm and/or a machine learning algorithm, and may perform communication with other electronic devices in a 5G communication environment. Accordingly, user convenience can be significantly improved.

公开(公告)号：US20210088244A1

公开(公告)日：2021-03-25

申请号：US16788074

申请日：2020-02-11

Applicant: LG ELECTRONICS INC.

Inventor： Sung Jin KIM ,  Beom Oh KIM

IPC: F24F11/46 ,  G05B13/02 ,  G06N3/04 ,  F24F11/56 ,  F24F11/64 ,  F24F11/65 ,  F24F11/72 ,  F24F11/80

Abstract: Disclosed is an electronic apparatus capable of managing cooling or heating and a controlling method thereof capable of operating even in the Internet of Things environment through a 5G communication network, and the electronic apparatus of the present disclosure can intensively control cooling or heating in an area where users are dense. The electronic apparatus capable of managing cooling or heating of the present disclosure can acquire a space where the user is located as a 3D structure, learn a distribution of the user distributed in the acquired 3D structure, and then control cooling or heating intensively in the area where the user can be distributed, thereby enabling efficient cooling or heating based on an area requiring the cooling or heating.

公开(公告)号：US20200004418A1

公开(公告)日：2020-01-02

申请号：US16563579

申请日：2019-09-06

Applicant: LG ELECTRONICS INC.

Inventor： Sung Jin KIM ,  Jeong HEO ,  Beom Oh KIM

IPC: G06F3/0488 ,  G06F3/02 ,  G06F1/16 ,  G06F3/01 ,  G06N20/20

Abstract: A virtual keyboard control apparatus and control method are disclosed. The virtual keyboard control method includes collecting typo data including a desired input key and an erroneously input key, analyzing the typo data, and updating the key mapping of at least one virtual key of the desired input key and the erroneously input key by using the analyzed result. According to the present disclosure, it is possible to implement the optimum key mapping in which a typo is less generated for each user through Reinforcement Learning of Deep Learning by using the reward called a reduction in a typo rate.