👨‍🎓 About Me

I am Xiaoteng Ma, a postdoctoral researcher in the Department of Automation at Tsinghua University. Currently, I am working closely with the MIG lab led by Prof. Chongjie Zhang (currently with McKelvey School of Engineering, Washington University in St. Louis). Prior to this role, I obtained my Ph.D. degree in June, 2023. During my doctoral studies, I was a member of CFINS and was supervised by Prof. Qianchuan Zhao and Prof. Li Xia (currently with the Business School at Sun Yat-Sen University). I completed my Bachelor of Engineering degree from the Department of Automation at Xi’an Jiaotong University in 2017.

My primary research interest lies in data-driven decision making, particularly in the areas of reinforcement learning, multi-agent systems, and large language model-based agents. In addition, I am passionate about applying data-driven decision-making algorithms to solve real-world problems in robotics, finance, and power systems. Please feel free to contact me for any further information or collaboration opportunities.

📝 Publications

Conference Paper

Journal Paper


👨🏽‍🤝‍👨🏼 Collaborators

  • Qianchuan Zhao - Professor, Department of Automation, Tsinghua University.
  • Li Xia - Professor, Business School, Sun Yat-Sen University
  • Zhengyuan Zhou - Assistant Professor, Stern School of Business, New York University
  • Gao Huang - Assistant Professor, Department of Automation, Tsinghua University
  • Chongjie Zhang - Assistant Professor, Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University
  • Zhipeng Liang - Ph.D. Student, Department of Industrial Engineering and Decision Analytics (IEDA), Hong Kong University of Science and Technology.
  • Rui Yang - Ph.D. Student, Department of Computer Science and Engineering (CSE), Hong Kong University of Science and Technology.
  • Jiafei Lyu - Ph.D. Student, Tsinghua Shenzhen International Graduate School, Tsinghua University.

🥇 Honors and Awards

  • 2022.10 Tsinghua Comprehensive Scholarship
  • 2021.10 Tsinghua Comprehensive Scholarship
  • 2015.10 Xi’an Jiaotong University Outstanding Student (Undergraduate) (Top 10)
  • 2015.10 National Scholarship (Undergraduate) (Top 1%)
  • 2014.10 National Scholarship (Undergraduate) (Top 1%)

📖 Educations

  • 2017.09 - 2023.06, Ph.D., Department of Automation, Tsinghua University.
  • 2013.09 - 2017.06, Bachelor, Department of Automation, Xi’an Jiaotong Univeristy.

💻 Internships

📞 Contact

Xiaoteng Ma

Department of Automation
Tsinghua University
FIT Building 1-109
Beijing, China, 100084
E-mail: pony[DOT]xtma[AT]gmail[DOT]com