L. Li, B. Wang and B. Wu (2025). Value-aware estimation of diffusion systems for continuous-time reinforcement learning: Surrogate loss and financial application. [link]
L. Li, B. Wang and B. Wu (2024). Model-based reinforcement learning in diffusion environments: Value-aware estimation and financial application. [link]
X. Gao, L. Li and X. Y. Zhou (2024). Reinforcement learning for jump-diffusions, with financial applications. [link]
Y. Cui, L. Li, G. Zhang and W. Zhang (2023). Learning pricing maps for financial derivatives with deep operator networks. [link]