Kuan-Ming Lin

Title: **Innovative Contributions of Kuan-Ming Lin**

Introduction

Kuan-Ming Lin, an accomplished inventor based in Hsinchu, Taiwan, has made significant strides in the field of technology with a total of nine patents to his name. His work primarily focuses on advancements in artificial intelligence and communication systems, showcasing his innovative spirit and technical expertise.

Latest Patents

One of Lin's most remarkable recent innovations is a "Method for Training AI Bot in Computer Game." This invention presents a pure end-to-end deep reinforcement learning approach for training an AI bot specifically designed for car racing games. The AI bot is trained using only velocity information extracted from the game's screen, avoiding the reliance on internal states such as the car's facing angle. Remarkably, the trained AI bot demonstrates a performance level surpassing the average abilities of human players. Furthermore, the reward function in this method is constructed solely on velocity values. Lin's use of the Ape-X distributed training framework, in conjunction with a variant of Deep Q Network, successfully addresses the sparse training signal issue anticipated due to the original design of the reward function. Additionally, Lin has developed a "Limit Learner Rate Method" that enhances both training efficiency and performance, enabling the AI to perform at a level close to that of professional players.

Another significant contribution from Kuan-Ming Lin is entitled "Methods for Processing Emergency Call and Communications Apparatuses Utilizing the Same." This innovative communication apparatus consists of a baseband signal processing device, an RF signal processing device, a memory device, and a processor. The unique functionality allows the processor to transmit a normal call-establishment signal with a remote identifier to a network, originating a normal call upon receiving a first call-origination request. If this normal call is rerouted as an emergency call, the remote identifier is recorded for efficient emergency response purposes. An emergency call can then be initiated with the recorded identifier upon subsequent requests, showcasing the potential for enhanced communication in critical situations.

Career Highlights

Kuan-Ming Lin’s impressive career includes significant contributions while working at renowned companies such as MediaTek Corporation and Raydium Semiconductor Corporation. His experiences in these organizations have undoubtedly shaped his innovative approach and technical prowess in developing patentable technologies.

Collaborations

Throughout his career, Lin has collaborated with notable colleagues, including Yi-Ying Lin and Hsin-Wei Shieh. These partnerships have likely fostered an environment of mutual growth and innovation, contributing to Lin’s development as a leading inventor in his field.

Conclusion

Kuan-Ming Lin stands out as a distinguished inventor with a proven track record in technological innovation. His latest patents not only reflect his creativity and technical abilities but also his commitment to advancing fields such as artificial intelligence and communication systems. With multiple patents and a strong career background, Lin continues to demonstrate his vital role in shaping the future of technology.