CV

Education

• B.S. in Electrical Engineering, Department of Electrical Engineering, Tsinghua University, 2016-2020
• M.S. in Computer Science, Institute for Interdisciplinary Information Science (IIIS), Tsinghua University, 2020-2023
• Ph.D in Electrical Engineering, Texas A&M University, 2024-

Work experience

• Summer 2022: AI Engineer
  • JD.com
  • Search and Recommendation
• Spring 2024: Research Assistant (Gap year)
  • Tsinghua University
  • Duties included: Reinforcement learning research
  • Supervisor: Professor Yang Gao
• Summer 2026: Applied Scientist Intern
  • Amazon

Skills

• Coding
  • Python
  • c/c++
  • Matlab
• Soccer
  • National 2nd level athlete

Publications

Mastering Atari Games with Limited Data

Ye, Weirui, Shaohuai Liu, Thanard Kurutach, Pieter Abbeel, and Yang Gao. "Mastering atari games with limited data." Advances in Neural Information Processing Systems 34 (2021): 25476-25488.

SpeedyZero: Mastering Atari Games with Limited Data and Time

EfficientZero-V2: Mastering Discrete and Continuous Control with Limited Data (Spotlight)

Real-time power scheduling through reinforcement learning from demonstrations

Scaling Tasks, Not Samples: Mastering Humanoid Control through Multi-Task Model-Based Reinforcement Learning

Service and leadership

• Player for Tsinghua Men’s Soccer Team (2016-2023)
• Captain of Tsinghua EEA Soccer Team (2016-2020)
• Captain of Tsinghua IIIS Soccer Team (2021-2022)
• Captain of Changsha YALI High School Soccer Team (2014-2015)