I am a Ph.D. candidate in University of Maryland, College Park, where I am fortunate to be advised by Prof. Furong Huang. My research mainly focuses on reinforcement learning (RL), including adversarial RL, multi-task RL, sample-efficient RL, etc. My long-term goal is to make RL agents more robust and more efficient. Before that, I received my Bachelor’s degree in Computer Science from Sichuan University, where I closely worked with Prof. Ning Yang on data mining and recommender systems.

In the past summer, I was excited to work as a research intern in Microsoft with Dr. Shuang Ma, working on pretraining methods for RL. I also had wonderful experience working as a research intern in the AI Research team of JPMorgan Chase & Co. under the supervision of Dr. Sumitra Ganesh; We worked on certifiable defenses against communication attacks in Multi-agent RL (paper). In the summer of 2020, I interned at Unity Technologies with my mentor Dr. Andrew Cohen; We investigated knowledge transfer across tasks (paper).

I am looking for full-time opportunities. Here are my CV and my Research Statement. Please feel free to contact me if you think I could be a good fit.