Jongmin Lee
Scholar

Jongmin Lee

Google Scholar ID: G9DVxcQAAAAJ
Seoul National University
Optimization theoryRL theory
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Citations & Impact
All-time
Citations
80
 
H-index
4
 
i10-index
4
 
Publications
7
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
2 items
Learning Policy from a Single Trajectory in Average-Reward Markov Decision Process
2026
Cited
0
Policy Gradient Algorithms in Average-Reward Multichain MDPs
2026
Cited
0
Resume (English only)
Academic Achievements
  • Multiple publications at top-tier conferences: NeurIPS (4), ICML (2), ICLR (1)
  • Journal papers in Transactions on Machine Learning Research (TMLR) and SIAM Journal on Optimization
  • Preprint: 'Why Policy Gradient Algorithms Work for Undiscounted Total-Reward MDPs' (arXiv, 2025)
  • Recipient of Youlchon Fellowship, SNU AI (2022)
  • Invited talks at INFORMS, RL Theory Seminar, AGCO Seminar at University of Chile
Co-authors
9 total
Ernest K. Ryu
Ernest K. Ryu
University of California, Los Angeles
Chanwoo Park
Chanwoo Park
MIT
Albert No
Albert No
Associate Professor of Department of Artificial Intelligence at Yonsei University
Co-author 4
Co-author 4
Soheun Yi
Soheun Yi
PhD student, Carnegie Mellon University
Amir-massoud Farahmand
Amir-massoud Farahmand
Polytechnique Montreal, Mila, University of Toronto
Amin Rakhsha
Amin Rakhsha
Ph.D. Student at University of Toronto and Vector Institute
Mario Bravo
Mario Bravo
Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez