2 citations · 2 across the 3 of their papers we have counts for
3 papers
eess.SY2026
Deep Koopman Iterative Learning and Stability-Guaranteed Control for Unknown Nonlinear Time-Varying Systems
Hengde Zhang, Yunxiao Ren, Zhisheng Duan +2
This paper proposes a Koopman-based framework for modeling, prediction, and control of unknown nonlinear time-varying systems. We present a novel Koopman-based learning method for…
math.OC2022★ 2 cited
Adaptive dynamic programming-based algorithm for infinite-horizon linear quadratic stochastic optimal control problems
Heng Zhang
This paper investigates an infinite-horizon linear quadratic stochastic (LQS) optimal control problem for a class of continuous-time stochastic systems. By employing the technique…
math.OC2022
Data-driven policy iteration algorithm for continuous-time stochastic linear-quadratic optimal control problems
Heng Zhang, Na Li
This paper studies a continuous-time stochastic linear-quadratic (SLQ) optimal control problem on infinite-horizon. A data-driven policy iteration algorithm is proposed to solve th…