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公开(公告)号：US11989658B2
公开(公告)日：2024-05-21
申请号：US16929975
申请日：2020-07-15
Inventor： Hyunseok Kim , Myung Eun Kim , Seonghyun Kim , Young Sung Son , Jongkwon Son , Soonyong Song , Donghun Lee , Ingook Jang , Jin Chul Choi
CPC classification number: G06N3/092 , G06N20/00 , G05B2219/32334 , G05B2219/33056 , G05B2219/34082 , G05B2219/40499 , G06N7/00
Abstract: A method and an apparatus for exclusive reinforcement learning are provided, comprising: collecting information of states of an environment through the communication interface and performing a statistical analysis on the states using the collected information; determining a first state value of a first state among the states in a training phase and a second state value of a second state among the states in an inference phase based on analysis results of the statistical analysis; performing reinforcement learning by using one reinforcement learning unit of a plurality of reinforcement learning unit which performs reinforcement learnings from different perspectives according to the first state value; and selecting one of actions determined by the plurality of reinforcement learning unit based on the second state value and applying selected action to the environment.
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Patent Agency Ranking
公开(公告)号：US10341930B2
公开(公告)日：2019-07-02
申请号：US15360889
申请日：2016-11-23
Inventor： Myung eun Kim , Tae Joon Park , Sun Jin Kim , Jong Hyun Park , Hyo Chan Bang , Myung Nam Bae , Dong Beom Shin , Hoe Sung Yang , Kang Bok Lee , Sang Yeoun Lee , Hye Sun Lee , Jin Chul Choi , Sang Gi Hong
IPC: H04L12/16 , H04W40/20 , H04L12/733 , H04L12/721 , H04W40/16 , H04M15/00 , H04W84/18 , H04W40/24
Abstract: A mobile ad-hoc routing apparatus includes a first communication module and a second communication module configured to transmit and receive data through a first communication band and a second communication band, respectively, a memory configured to store a program for transmitting and receiving the data, and a processor configured to execute the program stored in the memory, wherein when the program is executed, the processor receives first control information broadcast by one or more neighboring nodes via the first communication module and stores the first control information in the memory, wherein the first control information includes current position and communication status information of the neighboring node, the processor updates information on the neighboring node on the basis of the first control information, generates packet forwarding information which includes information on a node which currently allows packet data to be transmitted based on the updated information on the neighboring node, and stores the generated packet forwarding information in the memory, and the processor determines a subsequent node which allows the packet data to be transmitted to a destination node on the basis of the packet forwarding information and transmits the packet data to the subsequent node via the second communication module.
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3.发明申请公开(公告)号：US20180165929A1
公开(公告)日：2018-06-14
申请号：US15818881
申请日：2017-11-21
Inventor： Hye Sun Lee , Myung Nam Bae , Sang Gi Hong , Hyo Chan Bang , Kang Bok Lee , Dong Beom Shin , Sang Yeoun Lee , Kyo Hoon Son , Hoe Sung Yang , Jin Chul Choi
CPC classification number: G08B7/066 , G08B21/0263 , G08B21/0453 , G08B21/12 , G08B27/001
Abstract: An operation method of a first apparatus for supporting disaster communications includes obtaining map information of a disaster area from a server; obtaining information on a location of the first apparatus, and obtaining environmental condition information of the first apparatus indicating a risk of an area to which the first apparatus belongs; obtaining information on a location and environmental condition information of a second apparatus located in the disaster area from the second apparatus; determining a disaster risk level indicating a risk level for each location in the disaster area based on the location and environmental condition information of the first apparatus and the location and environmental condition information of the second apparatus; and updating the map information by reflecting the disaster risk level.
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公开(公告)号：US09467516B2
公开(公告)日：2016-10-11
申请号：US14314225
申请日：2014-06-25
Inventor： Hyung Kyu Lee , Soon Hyun Kwon , Dong-Hwan Park , Kwang Soo Kim , Yoon Sik Yoo , Jin Chul Choi , Sunjin Kim , Hyochan Bang
Abstract: According to an exemplary embodiment of the present invention, a method for managing a resource using an apparatus for managing a resource is provided. The apparatus for managing a resource generates a first instance for a first community using a first ontology class about communities including at least one resource as a member according to a goal. The apparatus for managing a resource generates a second instance for a first resource using a second ontology class about resources. Further, the apparatus for managing a resource estimates a relation between the first instance and the second instance.
Abstract translation: 根据本发明的示例性实施例，提供了一种使用用于管理资源的装置来管理资源的方法。 用于管理资源的装置根据目标使用关于包括至少一个资源的社区的第一本体类为第一社区生成第一实例作为成员。 用于管理资源的装置使用关于资源的第二本体类为第一资源生成第二实例。 此外，用于管理资源的装置估计第一实例与第二实例之间的关系。
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公开(公告)号：US11763179B2
公开(公告)日：2023-09-19
申请号：US16922310
申请日：2020-07-07
Inventor： Myung Eun Kim , Seonghyun Kim , Hyunseok Kim , Young Sung Son , Jongkwon Son , Soonyong Song , Donghun Lee , Ingook Jang , Jin Chul Choi
Abstract: An apparatus and method for abnormal situation detection are disclosed. An abnormal situation detection apparatus can map first sensor data among sensor data transmitted from a plurality of sensors into a vector value, convert it into first situation information in the form of an image pattern, and generate a learning model using the first situation information and an abnormal situation reference range. In addition, the abnormal situation detection apparatus can convert second sensor data among sensor data transmitted from a plurality of sensors into a form that can be input to the learning model, and determine whether an abnormal situation occurs by applying the converted second data to the learning model.
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6.发明授权公开(公告)号：US10229566B2
公开(公告)日：2019-03-12
申请号：US15818881
申请日：2017-11-21
Inventor： Hye Sun Lee , Myung Nam Bae , Sang Gi Hong , Hyo Chan Bang , Kang Bok Lee , Dong Beom Shin , Sang Yeoun Lee , Kyo Hoon Son , Hoe Sung Yang , Jin Chul Choi
Abstract: An operation method of a first apparatus for supporting disaster communications includes obtaining map information of a disaster area from a server; obtaining information on a location of the first apparatus, and obtaining environmental condition information of the first apparatus indicating a risk of an area to which the first apparatus belongs; obtaining information on a location and environmental condition information of a second apparatus located in the disaster area from the second apparatus; determining a disaster risk level indicating a risk level for each location in the disaster area based on the location and environmental condition information of the first apparatus and the location and environmental condition information of the second apparatus; and updating the map information by reflecting the disaster risk level.
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