I am a PhD student at the University of Cambridge, supervised by Prof. Mihaela van der Schaar. Previously I received my M.Phil. degree from MMLab@CUHK, advised by Prof. Dahua Lin and Prof. Bolei Zhou; and received my Bachelor of Science degree from Yuanpei Honor Program, Peking University. I finished all compulsory courses in Physics and Data Science. I also got a double degree in Management from Guanghua School, Peking University. I was a research assistant at the LCDM group@UIUC advised Prof. Robert J. Brunner.
My research passion lies in reinforcement learning. I believe reinforcement learning provides a natural approach to intelligence. I’ve researched on sample-efficient model-free DRL, goal-conditioned RL, safe-RL, offline-RL, robotics control, uncertainty quantification, and quantitative trading (A/H/Crypto).
van der Schaar Lab, University of Cambridge
MMLab, The Chinese University of Hong Kong
- Thesis: Toward Practical Deep Reinforcement Learning: Sample-Efficient Self-Supervised Continuous Control
School of Physics & Yuanpei College, Peking University
Coursework: Overall Grade: 89/100 (3.75/4.00), ranked 29/271
Major Grade: 91/100 (3.85/4.00), ranked 2/48
Undergraduate Thesis: Applications of Deep Learning in Physics (in Chinese)
Here is my thesis defense slide in English.