Seung Eon Baek

Title: Seung Eon Baek: Innovator in Traffic Signal Control

Introduction

Seung Eon Baek is a notable inventor based in Incheon, South Korea. He has made significant contributions to the field of traffic management through his innovative approaches to controlling traffic signals.

Latest Patents

Baek 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 during 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 the sub-area during subsequent cycle times. Baek has 1 patent to his name.

Career Highlights

Seung Eon Baek is associated with Nota, Inc., where he continues to develop innovative solutions for traffic management. His work focuses on enhancing the efficiency of traffic signals, which is crucial for urban planning and transportation systems.

Collaborations

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

Conclusion

Seung Eon Baek's innovative work in traffic signal control exemplifies the potential of using advanced technologies like reinforcement learning to improve urban traffic management. His contributions are paving the way for smarter and more efficient transportation systems.