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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：93/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Implicit function based adaptive control of non-canonical form discrete-time nonlinear systems 期刊论文
AUTOMATICA, 2021, 卷号: 129, 页码: 13
作者:  Zhang, Yanjun;  Zhang, Ji-Feng;  Liu, Xiao-Kang
收藏  |  浏览/下载：112/0  |  提交时间：2021/10/26
Adaptive control  Implicit function  Non-canonical form  Parametrization  Output tracking  
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems 期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：130/0  |  提交时间：2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
Active disturbance rejection control to MIMO nonlinear systems with stochastic uncertainties: approximate decoupling and output-feedback stabilisation 期刊论文
INTERNATIONAL JOURNAL OF CONTROL, 2020, 卷号: 93, 期号: 6, 页码: 1408-1427
作者:  Wu, Ze-Hao;  Guo, Bao-Zhu
收藏  |  浏览/下载：168/0  |  提交时间：2020/06/30
Active disturbance rejection control  extended state observer  MIMO nonlinear systems  stochastic disturbance  stabilisation  
The selection criterion of nominal model in active disturbance rejection control for non-affine uncertain systems 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2020, 卷号: 357, 期号: 6, 页码: 3365-3386
作者:  Chen, Sen;  Huang, Yi
收藏  |  浏览/下载：137/0  |  提交时间：2021/01/14