Pei-Wen Huang

Title: Pei-Wen Huang: Innovator in AI and Touch Technology

Introduction

Pei-Wen Huang is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the fields of artificial intelligence and touch technology. With a total of 8 patents to his name, Huang's work showcases his innovative spirit and technical expertise.

Latest Patents

One of Huang's latest patents is a method for training an AI bot in a computer game. This invention reveals a pure end-to-end deep reinforcement learning approach for training a car racing game AI bot. It utilizes only the velocity information extracted from the screen during both training and testing phases, without relying on any internal state from the game environment, such as the car's facing angle. The AI bot developed through this method can outperform the average human player. The reward function is designed to consist solely of the velocity value, employing the Ape-X distributed training framework combined with a variant of Deep Q Network to address the sparse training signal problem caused by the original reward function design. Additionally, a limit learner rate method is introduced to enhance training efficiency and performance. The AI bot trained in this manner achieves performance levels that are close to professional players.

Another notable patent is for a touch display screen that includes a display panel, a touch-sensing part, a biosensor, and a controller. The touch-sensing part is positioned on the light-emitting side of the display panel and features a touch-sensing surface. It comprises a light-emitting device and a light receiver. The light-emitting device provides at least one positioning light and one high-energy light. The light receiver detects changes in the positioning light on the touch-sensing surface in response to touch actions, determining the position of the touch. The biosensor assesses whether a living body is approaching the touch-sensing surface. The controller drives the light-emitting device to selectively provide the positioning light and/or high-energy light based on the biosensor's determinations.

Career Highlights

Huang has worked with notable organizations such as the Institute for Information Industry and Benq Corporation. His experience in these companies has contributed to his development as an inventor and innovator in technology.

Collaborations

Huang has collaborated with several talented individuals, including Chin-Jui Chi and Chia-Hsiang Chang, who is a woman. These collaborations have likely enriched his work and led