Jin Won Yoon

Title: Jin Won Yoon: Innovator in Traffic Signal Control

Introduction

Jin Won Yoon is a notable inventor based in Iksan-si, South Korea. He has made significant contributions to the field of traffic management through his innovative patent. His work focuses on enhancing the efficiency of traffic signals using advanced technology.

Latest Patents

Jin Won Yoon holds a patent for an "Apparatus and method for controlling traffic signals of traffic lights in sub-area by using reinforcement learning model." This invention provides methods and apparatuses for controlling traffic signals in a sub-area by utilizing a neural network model. The method configures state information of a sub-area using downstream information obtained in the current cycle time for multiple intersections. It inputs this state information into a trained reinforcement learning model to obtain action information, including green times and offsets. The method ultimately generates coordinated signal values for applying actions to traffic lights in subsequent cycle times.

Career Highlights

Jin Won Yoon is associated with Nota, Inc., where he continues to develop innovative solutions for traffic management. His work is pivotal in addressing the challenges of urban traffic control.

Collaborations

Jin Won Yoon collaborates with talented individuals such as Seung Eon Baek and Seong Jin Lee, contributing to the advancement of technology in traffic signal control.

Conclusion

Jin Won Yoon's innovative approach to traffic signal management through reinforcement learning exemplifies the potential of technology in improving urban infrastructure. His contributions are vital for the future of smart city development.