Showing 2025Show all
2 papers · 1 filter
math.OC2025
Reinforcement learning for irreversible reinsurance problems: the randomized singular control approach
Zongxia Liang, Xiaodong Luo, Xiang Yu
This paper studies the continuous-time reinforcement learning for stochastic singular control with the application to an infinite-horizon irreversible reinsurance problem. The sing…
math.OC2025
A Reinforcement Learning Framework for Some Singular Stochastic Control Problems
Zongxia Liang, Xiaodong Luo, Xiang Yu
We develop a continuous-time reinforcement learning framework for a class of singular stochastic control problems without entropy regularization. The optimal singular control is ch…