Guan-Ting Liu (劉冠廷)
Guan-Ting Liu received his B.S. in Electronic Engineering at National Chiao Tung University (NCTU) in 2018. After finishing the two-year master's program of the Graduate Institute of Networking and Multimedia (GINM) at National Taiwan University (NTU), he was qualified for direct admission to the Doctoral Program. He is now a full-time Ph.D. student who focuses on Reinforcement Learning and Electronic Design Automation.
Taoyuan City, Taiwan Email: [email protected] Phone: +886-973-212-912 Github: dannyliu15
Education
National Taiwan University (Sep 2020 - Now)
Ph.D. in the Graduate Institute of Networking and Multimedia
National Taiwan University (Sep 2018 - Jun 2020)
M.S. in the Graduate Institute of Networking and Multimedia
National Chiao Tung University (Sep 2014 - Jun 2018)
B.S. in the Department of Electronics and Engineering
Honors & Awards
Excellent Work • 2016 Big Data Analytics for Semiconductor Manufacturing
Recognizes the great achievement made in the competition held by TSMC.
Second Prize • 2016 NCTU'S GOT TALENT
Awards for the English talent competition held by the language teaching and research center of NCTU.
Second Prize • 2015 Yao-Jen English Speech Contest
English speech contest, which is open to all but foreign exchange students at NCTU.
Leadership & Activities
Student Representative • 2021, Dept. of GINM, NTU
Participating in department meetings, and facilitating communication between students and instructors.
Research & Publications
Improving Generalization with Cross-State Behavior Matching in Deep Reinforcement Learning
Guan-Ting Liu, Guan-Yu Lin, and Pu-Jen Cheng (AAMAS 2022 Extended Abstract)
RLSRAF: Sub-resolution Assist Feature Generation with Reinforcement Learning
Guan Ting Danny Liu, Wei-Chen Tai, Yi-Ting Lin, Iris Hui-Ru Jiang, James P. Shiely, and Pu-Jen Cheng
