Stanley

Hi, I am Yanchao Sun(孙妍超)!

I am currently Ph.D. student in the Computer Science Department at University of Maryland, College Park, advised by Dr. Furong Huang. We are currently working on reinforcement learning and adversarial learning.

Before that, I received my B.S. degree in Computer Science and Technology from Sichuan University, where I conducted some research on recommender system and data mining under the supervision of Prof. Ning Yang.

Research Interests

  • Improving sample efficiency and computational efficiency of reinforcement learning algorithms.
  • Characterizing vulnerability of reinforcement learning methods against adversarial attacks.
  • Transfer knowledge among and within reinforcement learning tasks.
  • Understanding generalizability of deep learning

Programming skills

• Python, C/C++, Java
80% Complete
• PHP, HTML+JS+CSS
70% Complete
• Matlab, R
60% Complete