
Reinforcement Learning
ex: Q-learning
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M.Sc. Masters Degree, 2024
National Yang Ming Chiao Tung University, TaiwanB.Sc. Bachelors Degree, 2018
National Taipei University, TaiwanGraduate Research Assistant, 2022.07-Now
Prof. Yu-Chih, Huang, National Yang Ming Chiao Tung UniversityUndergraduate Research Assistant, 2022.03-2022.06
Prof. Yu-Pin, Hsu, National Taipei UniversityUndergraduate Research Fellowship, 2021.07-2022.02
Ministry of Science and TechnologyI am currently pursuing a Master's degree at National Yang Ming Chiao Tung University, specializing in Communication Engineering. My research focuses on piecewise stationary Restless Bandit problems, with an emphasis on reinforcement learning and change detection algorithms. During my undergraduate studies, I gained a strong foundation in wireless communication and signal processing, which continues to inform my work. Beyond my current research, I am deeply interested in exploring applications of deep learning and image processing, bridging the gap between theory and innovative real-world solutions.
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ex: Q-learning
Algo. like UCB, Thompson sampling
Algo. like EXP3
Algo. like restless-UCB
ex: OFDM, MIMO
ex: DFT, FT...
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