3 citations · 9 across the 14 of their papers we have counts for
3 papers · 1 filter
Reinforcement Learning for Stochastic LQ Control of Discrete-Time Systems with Multiplicative Noises
Hongdan Li, Lucky Qiaofeng Li, Xun Li +1
This paper considers a stochastic linear quadratic problem for discrete-time systems with multiplicative noises over an infinite horizon. To obtain the optimal solution, we propose…
Q-Learning for Linear Quadratic Optimal Control with Terminal State Constraint
Juanjuan Xu, Jingmei Liu, Zhaorong Zhang +1
This paper is concerned with the linear quadratic optimal control of discrete-time time-varying system with terminal state constraint. The main contribution is to propose a Q-learn…
Reinforcement Learning-Based Optimal Control for Multiplicative-Noise Systems with Input Delay
Hongxia Wang, Fuyu Zhao, Zhaorong Zhang +2
In this paper, the reinforcement learning (RL)-based optimal control problem is studied for multiplicative-noise systems, where input delay is involved and partial system dynamics…