Publications

PhD Thesis

• X Li, An α-Potential Game Framework for Non-Cooperative Dynamic Games: Theory and Algorithms, 2025. University of California, Berkeley, PhD dissertation [pdf]

Publications

• X Guo, X Li, Y Zhang, Distributed Games with Jumps: an α-Potential Game Approach, preprint, Minor Revision at Mathematical Finance, 2026 [arXiv] [code]

• X Guo, X Li, and R Xu, Fast Policy Learning for Linear Quadratic Regulator with Entropy Regularization, SIAM Journal on Control and Optimization, 2026 [arXiv] [Journal]

• X Guo, X Li, Y Zhang, An α-Potential Game Framework for N-player Games, SIAM Journal on Control and Optimization, 2025 [arXiv] [Journal]

• X Guo, X Li, C Maheshwari, S Sastry, and M Wu, Markov α-Potential Games, IEEE Transactions and Control, 2025 [arXiv] [Journal]

• H Gu, X Guo, TL Jacobs, P Kaminsky, and X Li, Transportation Market Rate Forecast Using Signature Transform, KDD, 2024 [Conference Version]
  INFORMS Journal of Applied Analytics, 2025 [Journal] [arXiv]
  Finalist for the 2024 Daniel H. Wagner Prize
  

• H Gu, X Guo, and X Li, Adversarial Training for Gradient Descent: Analysis Through its Continuous-time Approximation, Revision at Applied Probability Journals, 2025 [arXiv]

• Z Zong, X Li, and P Sanaei, Effects of nutrient depletion on tissue growth in a tissue engineering scaffold pore, Physics of Fluids, 2021 [Journal]