3 citations · 9 across the 14 of their papers we have counts for
14 papers
Relaxed Control with Entropy Regularization for Itô Stochastic Systems with Input Delay
Ruixue Li, Xun Li, Zhaorong Zhang +1
This paper investigates the infinite-horizon classical stochastic optimal control problem with input delay under an entropy-regularized relaxed control framework. In particular, by…
Distributed Algorithm for the Global Optimal Controller of Nonlinear Multi-Agent Systems
Ruixue Li, Wenjing Yang, Zhaorong Zhang +2
In this paper, we investigate the distributed optimal control problem for a kind of nonlinear multi-agent systems. In particular,both the state and the system dynamic structures of…
Distributed Load Frequency Control of Multi-Area Smart Grid
Wenjing Yang, Zhaorong Zhang, Xun Li +1
In this paper, we investigate the distributed load frequency control problem in a multi-area smart grid under external load disturbances and measurement noise. The novelty lies in…
OCP-GN: A Scalable Second-order Optimizer for Stochastic Optimization
Jindi Zhong, Congyaohui Yin, Zhaorong Zhang +1
This paper proposes a novel second-order optimization algorithm based on the Optimal Control Principle (OCP), applicable to large-scale optimization problems in neural network trai…
Distributed Solving of Linear Quadratic Optimal Controller with Terminal State Constraint
Wenjing Yang, Zhaorong Zhang, Juanjuan Xu
This paper is concerned with the linear quadratic (LQ) optimal control of continuous-time system with terminal state constraint. In particular, multiple agents exist in the system…
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…