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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:86/0  |  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)  
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:123/0  |  提交时间:2021/10/26
infinite-time horizon  approximate optimal control design  completely model-free  neural network  
CP-P Stokes finite element pair on sub-hexahedron tetrahedral grids 期刊论文
CALCOLO, 2017, 卷号: 54, 期号: 4, 页码: 1403-1417
作者:  Zhang, Shangyou;  Zhang, Shuo
浏览  |  Adobe PDF(1589Kb)  |  收藏  |  浏览/下载:499/125  |  提交时间:2018/07/23
Stokes problem  Mixed finite element  Continuous quadratic velocity  Discontinuous pressure  Hexahedral grid  Tetrahedral grid  
Global dynamics of a mathematical model for HTLV-I infection of CD4(+) T-cells 期刊论文
APPLIED MATHEMATICAL MODELLING, 2011, 卷号: 35, 期号: 7, 页码: 3587-3595
作者:  Cai, Liming;  Li, Xuezhi;  Ghosh, Mini
收藏  |  浏览/下载:102/0  |  提交时间:2018/07/30
HTLV-I infection  Adult T-cell leukemia  Basic reproduction number  Global stability  
Stability analysis of an HIV/AIDS epidemic model with treatment 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 卷号: 229, 期号: 1, 页码: 313-323
作者:  Cai, Liming;  Li, Xuezhi;  Ghosh, Mini;  Guo, Baozhu
收藏  |  浏览/下载:115/0  |  提交时间:2018/07/30
HIV/AIDS  Basic reproduction number  Global stability  Time delay  Hopf bifurcation