Shuze Chen

I am a final-year undergraduate student at John's Honors Class, Shanghai Jiao Tong University, majoring in Theoretical Computer Science. Currently, I am extremely fortunate to work with Prof. David Simchi-Levi and Chonghuan Wang at MIT Data Science Lab on Efficient Experimental Design. Simultaneously, I also have the greatest honor to collaborate with Prof. Tianyi Peng at DRO, Columbia Business School on Reinforcement Learning for Ride-hailing.

Prior to that, I had the invaluable opportunity to work alongside Prof. Shuai Li on Online Learning and Prof. Weinan Zhang on Deep Reinforcement Learning at John Hopcroft Center, SJTU.

Email: csz1234567[AT]sjtu[DOT]edu[DOT]cn

CV  

profile photo

Research Interests

My research focuses on enhancing data-driven decision-making in complex real-world operational environments, using tools from Experimentation, Reinforcement Learning, and Online Learning.

Preprints

Experimenting on Markov Decision Processes with Local Treatments
with David Simchi-Levi and Chonghuan Wang
• Working paper, Arxiv 2024

Awards and Honors

  • National Scholarship of China (Top 0.2% nationwide), 2022
  • Fan Hsu-Chi Scholarship (15 winners each year, Shanghai Jiao Tong University), 2023,2024
  • Han-Ying-Ju-Hua Scholarship (15 winners each year, Shanghai Jiao Tong University), 2023
  • Zhiyuan Honorary Scholarship (Top 5%, , Shanghai Jiao Tong University), 2021,2022,2023
  • A-class Academic Excellence Scholarship, Shanghai Jiao Tong University, 2022

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