Jinkyu Kim

Title: Jinkyu Kim: Innovator in Predictive Technologies

Introduction

Jinkyu Kim is a prominent inventor based in Albany, CA, known for his contributions to predictive technologies. With a total of 3 patents, he has made significant strides in the fields of trajectory planning and agent movement prediction.

Latest Patents

One of Jinkyu Kim's latest patents is titled "Predicting the future movement of agents in an environment using occupancy flow fields." This invention encompasses methods, systems, and apparatuses, including computer programs encoded on computer storage media, for predicting the future movement of agents in various environments. The technology utilizes occupancy flow fields to specify occupancy likelihoods and motion vectors for agents at future time points.

Another notable patent is "Neural networks with attention bottlenecks for trajectory planning." This invention involves methods and systems for planning a vehicle's trajectory by processing input data, applying spatial attention, and generating planned future trajectories based on bottlenecked representations of attended feature data.

Career Highlights

Jinkyu Kim has worked with leading companies in the automotive and technology sectors, including Waymo LLC and Honda Motor Co., Ltd. His experience in these organizations has allowed him to develop innovative solutions that enhance vehicle navigation and agent movement prediction.

Collaborations

Throughout his career, Jinkyu has collaborated with talented individuals such as Ashish Tawari and Yi-Ting Chen, contributing to the advancement of technology in his field.

Conclusion

Jinkyu Kim's work in predictive technologies showcases his innovative spirit and dedication to improving systems for vehicle trajectory planning and agent movement prediction. His patents reflect a commitment to advancing technology and enhancing the capabilities of automated systems.