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| 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) |
| A Tutorial on Quantized Feedback Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 5-17
作者: Minyue Fu
Adobe PDF(1750Kb) | 收藏 | 浏览/下载：172/120 | 提交时间：2024/01/02
Consensus control high-precision control networked control quantized estimation quantized feedback control robust control |
| 基于优先采样模型的离线强化学习 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 143-153
作者: 顾扬; 程玉虎; 王雪松
Adobe PDF(2677Kb) | 收藏 | 浏览/下载：51/12 | 提交时间：2024/04/12
离线强化学习 优先采样模型 时序差分误差 鞅 批约束深度Q学习 |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li ; Xia Xie; Lizhen Cui; Fei-Yue Wang
Adobe PDF(7239Kb) | 收藏 | 浏览/下载：29/7 | 提交时间：2024/03/18
Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| Path Planning and Tracking Control for Parking via Soft Actor-Critic Under Non-Ideal Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 181-195
作者: Xiaolin Tang; Yuyou Yang; Teng Liu; Xianke Lin; Kai Yang; Shen Li
Adobe PDF(4905Kb) | 收藏 | 浏览/下载：189/119 | 提交时间：2024/01/02
Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| 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 Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者: Jianguo Zhao; Chunyu Yang; Weinan Gao; Linna Zhou; Xiaomin Liu
 Adobe PDF(2409Kb) | 收藏 | 浏览/下载：35/15 | 提交时间：2024/02/19
Adaptive optimal control decentralized control output regulation reinforcement learning (RL) singularly perturbed systems (SPSs) |
| Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者: Yuchuang Tong; Haotian Liu; Zhengtao Zhang
Adobe PDF(7587Kb) | 收藏 | 浏览/下载：82/15 | 提交时间：2024/01/23
Future trends and challenges humanoid robots human-robot interaction key technologies potential applications |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：38/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 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) |
