Company Filing History:
2 out of 11,326 
1 out of 778 Years Active: 2017-2024
Title: Seonghyun Kim: Innovator in Reinforcement Learning and Abnormal Situation Detection
Introduction
Seonghyun Kim is a prominent inventor based in Daejeon, South Korea. He has made significant contributions to the fields of reinforcement learning and abnormal situation detection. With a total of 3 patents to his name, his work is recognized for its innovative approaches and practical applications.
Latest Patents
Seonghyun Kim's latest patents include a "Method and apparatus for reinforcement machine learning." This invention provides a method and apparatus for exclusive reinforcement learning, which involves collecting information about the states of an environment and performing statistical analysis on these states. The process includes determining state values during training and inference phases, performing reinforcement learning, and selecting actions based on analysis results.
Another notable patent is the "Apparatus and method for abnormal situation detection." This invention describes an apparatus that can map sensor data into vector values, convert them into situation information, and generate a learning model. The apparatus is capable of determining whether an abnormal situation occurs by applying converted sensor data to the learning model.
Career Highlights
Throughout his career, Seonghyun Kim has worked with reputable organizations such as the Electronics and Telecommunications Research Institute and Hanon Systems. His experience in these institutions has allowed him to develop and refine his innovative ideas in technology.
Collaborations
Seonghyun Kim has collaborated with notable colleagues, including Hyunseok Kim and Myung Eun Kim. These collaborations have contributed to the advancement of his research and inventions.
Conclusion
Seonghyun Kim is a distinguished inventor whose work in reinforcement learning and abnormal situation detection has made a significant impact in the field. His innovative patents and collaborations highlight his commitment to advancing technology and addressing real-world challenges.