Wei-Man Lin

Title: **Innovative Solutions by Wei-Man Lin in Autonomous Vehicle Technology**

Introduction

Wei-Man Lin, residing in Sunnyvale, California, is a notable inventor with a significant contribution to the field of autonomous vehicles. With one patent to his name, Lin is at the forefront of innovations that aim to enhance vehicle motion controllers through advanced optimization techniques.

Latest Patents

Lin's patent, titled "Bayesian Global Optimization-Based Parameter Tuning for Vehicle Motion Controllers," focuses on a computer-implemented method for optimizing controllers of autonomous driving vehicles (ADVs). This method involves obtaining multiple samples, each with a unique set of parameters. It iteratively evaluates these samples by determining a score based on the controller’s configuration before applying a machine learning model to derive a mean function and variance function. Ultimately, the process generates a new sample that serves as an optimal configuration for the ADV controller.

Career Highlights

Currently, Wei-Man Lin is employed at Baidu USA LLC, where he is involved in cutting-edge research and development aimed at enhancing the capabilities of autonomous driving technologies. His work is crucial in pushing the boundaries of what is possible in the field of vehicle automation.

Collaborations

Lin collaborates with esteemed colleagues such as Yu Wang and Qi Luo, with whom he shares insights and expertise. Their joint efforts contribute significantly to the advancements being made at Baidu USA LLC in the realm of autonomous driving and machine learning applications.

Conclusion

Wei-Man Lin's innovative patent and his work at Baidu USA LLC represent a vital step forward in the evolution of autonomous driving technology. His contributions not only reflect his ingenuity as an inventor but also pave the way for future developments in vehicle motion control systems.