97 citations · 153 across the 12 of their papers we have counts for
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eess.SY2020
Average Cost Optimal Control of Stochastic Systems Using Reinforcement Learning
Jing Lai, Junlin Xiong
This paper addresses the average cost minimization problem for discrete-time systems with multiplicative and additive noises via reinforcement learning. By using Q-function, we pro…
eess.SY2020★ 6 cited
Model-free optimal control of discrete-time systems with additive and multiplicative noises
Jing Lai, Junlin Xiong, Zhan Shu
This paper investigates the optimal control problem for a class of discrete-time stochastic systems subject to additive and multiplicative noises. A stochastic Lyapunov equation an…
eess.SY2020★ 1 cited
Distributed Networked Controller Design for Large-scale Systems under Round-Robin Communication Protocol
Tao Yu, Junlin Xiong
This paper studies the distributed L2-gain control problem for continuous-time large-scale systems under Round-Robin communication protocol. In this protocol, each sub-controller o…