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math.OC2026

Equilibria for Time-inconsistent Regular-singular Control Problems

Yuting Jia, Zongxia Liang, Xiaodong Luo

This paper studies a time-inconsistent mixed regular-singular control problem in continuous time with non-exponential discount. We seek time-consistent equilibria in an intraperson…

math.OC2026

Equilibrium for regular-singular control under mean-variance criterion: A unified approach via control laws

Zongxia Liang, Xiaodong Luo, Jiayu Zhang

This paper studies a class of mixed regular-singular control problems under mean-variance criteria, where the drift and diffusion are allowed to depend on both the regular control…

math.OC2026

Equilibrium singular dividend control under ambiguity aggregation of heterogeneous discount rates

Yue Cao, Guohui Guan, Zongxia Liang +1

This paper studies a singular dividend control problem for a firm with heterogeneous shareholders whose discount rates follow a given distribution. The central planner aggregates e…

math.OC2026

Time-Inconsistent Singular Control Problems with a Running Minimum Process

Rui Dai, Guohui Guan, Zongxia Liang +1

This paper develops a time-inconsistent and path-dependent singular control framework incorporating a running minimum process. We derive a verification theorem that characterizes e…

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…