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| Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 690-697
作者: Yun Zhang; Lulu Zhang; Yunze Cai
 Adobe PDF(6850Kb) |  收藏 | 浏览/下载：77/32 | 提交时间：2024/02/19
Adaptive dynamic programming incomplete information multi-player differential game value iteration |
| Adaptive Optimal Discrete-Time Output-Feedback Using an Internal Model Principle and Adaptive Dynamic Programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 131-140
作者: Zhongyang Wang; Youqing Wang; Zdzisław Kowalczuk
Adobe PDF(1538Kb) | 收藏 | 浏览/下载：144/74 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) internal model principle (IMP) output feedback problem policy iteration (PI) value iteration (VI) |
| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者: Ding Wang ; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
Adobe PDF(1945Kb) | 收藏 | 浏览/下载：248/181 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者: Ding Wang; Jiangyu Wang; Mingming Zhao; Peng Xin; Junfei Qiao
 Adobe PDF(5140Kb) | 收藏 | 浏览/下载：132/55 | 提交时间：2023/08/10
Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791
作者: Guangyu Zhu; Xiaolu Li; Ranran Sun; Yiyuan Yang; Peng Zhang
Adobe PDF(2432Kb) | 收藏 | 浏览/下载：173/63 | 提交时间：2023/03/02
Adaptive critic designs adaptive dynamic programming approximate dynamic programming optimal control policy iteration time-varying |
| Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1262-1272
作者: Mingming Ha; Ding Wang; Derong Liu
Adobe PDF(1832Kb) | 收藏 | 浏览/下载：205/68 | 提交时间：2022/06/27
Adaptive critic design adaptive dynamic programming (ADP) approximate dynamic programming discrete-time nonlinear systems reinforcement learning stability analysis tracking control value iteration (VI) |
| Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778
作者: Xueli Wang; Derui Ding; Hongli Dong; Xian-Ming Zhang
Adobe PDF(1995Kb) | 收藏 | 浏览/下载：191/40 | 提交时间：2021/04/09
Adaptive dynamic programming (ADP) constrained inputs neural network (NN) stochastic communication protocols (SCPs) suboptimal control |
| Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
作者: Xiaofeng Li; Lu Dong; Changyin Sun
Adobe PDF(2830Kb) | 收藏 | 浏览/下载：175/39 | 提交时间：2021/04/09
Adaptive dynamic programming approximation error data-based control Q-learning switching system |
| Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者: Haowei Lin; Bo Zhao; Derong Liu; Cesare Alippi
Adobe PDF(2135Kb) | 收藏 | 浏览/下载：143/50 | 提交时间：2021/03/11
Adaptive dynamic programming (ADP) critic neural network data-based fault tolerant control (FTC) particle swarm optimization (PSO) |
| Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者: Xin Huang; Jiuxiang Dong
 浏览 | Adobe PDF(1958Kb) | 收藏 | 浏览/下载：162/61 | 提交时间：2021/03/11
Adaptive dynamic programming (ADP) communication fault cyber-physical systems (CPSs) data-driven control reliable control |
