Hi! I am a first-year Ph.D. student in the Department of Computer Science at the University of Virginia. I am fortunately advised by Prof. Shangtong Zhang and join Sequential Intelligence Lab(SIL). I received my Bachelor degree in School of Mathematical Science, Peking University, where I was supervised by Prof. Zhiqiang Li in second and third year and Prof. Zaiwen Wen in the last year. Currently my research interest lies in the theoretical guarantee of reinforcement learning.

Publications

Almost Sure Convergence Rates and Concentration of Stochastic Approximation and Reinforcement Learning with Markovian Noise Xiaochi Qian*, Zixuan Xie*, Xinyu Liu*, Shangtong Zhang

Honor and Rewards

• 1st class in No.14 Chinese College Mathematics Competition
• Second Award in 35th Chinese Mathematical Olympiad (Final)(2019)

Please connect me via email xinyuliu@virginia.edu.