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.
CV
Education
- B.S. in Electrical Engineering, Department of Electrical Engineering, Tsinghua University, 2020
- M.S. in Computer Science, Institute for Interdisciplinary Information Science (IIIS), GitHub University, 2023
- Ph.D in Electrical Engineering, Texas A&M University, 2029 (expected)
Work experience
- Spring 2024: Research Assistant
- Tsinghua University
- Duties included: Reinforcement learning research
- Supervisor: Professor Yang Gao
Skills
- Coding
- Python
- c/c++
- Matlab
- Soccer
- Former player of Tsinghua Men’s Soccer Team, Midfield.
Publications
SpeedyZero: Mastering Atari Games with Limited Data and Time
Mei, Yixuan, Jiaxuan Gao, Weirui Ye, Shaohuai Liu, Yang Gao, and Yi Wu. "SpeedyZero: Mastering Atari with Limited Data and Time." In The Eleventh International Conference on Learning Representations. 2022.
EfficientZero-V2: Mastering Discrete and Continuous Control with Limited Data (Spotlight)
Wang, S., Liu, S., Ye, W., You, J., & Gao, Y. (2024). EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data. arXiv preprint arXiv:2403.00564.
Real-time power scheduling through reinforcement learning from demonstrations
Liu, S., Liu, J., Yang, N., Huang, Y., Jiang, Q., & Gao, Y. (2024). Real-time power scheduling through reinforcement learning from demonstrations. Electric Power Systems Research, 235, 110638.
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA