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具強化學習之訊息瓶頸加強圖注意力網路應用於時間觸發調度任務

碩士論文研究及計畫經驗介紹

Aspiring Reinforcement Learning and MCU Developer | Seeking AI and Firmware Position | Experience with Python and C++

鄭期棟

I graduated from National Sun Yat-sen University with a master's degree in electrical engineering.
【Research Thesis】
My research thesis is titled "A Reinforcement Learning Approach to Time-Triggered Scheduling Tasks Based on Graph Attentive Network with Variational Information Bottleneck".In simple terms, my research focuses on solving scheduling challenges for time-triggered data flow tasks using reinforcement learning and graph attention networks.This scheduling method can also be applied to optimize production lines, such as increasing productivity and adapting to sudden failures.

【Experience with MCU】
Utilizing MCU technology to develop a Smart Aquarium project, integrating ADC and I/O control functions to monitor and control water temperature. Also, establishing a user interface to organize real-time information about the aquarium.

【Experience with Computer Vision and Image Processing 】
The project aims to utilize collaborative robotic arm technology for precision fabric application onto the hull, ensuring a flawless and wrinkle-free finish.Using a 3D camera, I employed the OpenCV package to identify and demarcate fabric wrinkles, thereby contributing to the project's success in attaining high-quality results.

【Leadership】
-IRIS lab assistant
-Captain of the Electrical Engineering Volleyball Team
-Chief Organizer of Freshman Welcome Event

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