2 papers
math.OC2024
Stochastic optimal self-path-dependent control: A new type of variational inequality and its viscosity solution
Mingxin Guo, Zuo Quan Xu
In this paper, we explore a new class of stochastic control problems characterized by specific control constraints. Specifically, the admissible controls are subject to the ratchet…
eess.SY2023
An MRL-Based Design Solution for RIS-Assisted MU-MIMO Wireless System under Time-Varying Channels
Meng-Qian Alexander Wu, Tzu-Hsien Sang, Luisa Schuhmacher +3
Utilizing Deep Reinforcement Learning (DRL) for Reconfigurable Intelligent Surface (RIS) assisted wireless communication has been extensively researched. However, existing DRL meth…