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| Policy Gradient Adaptive Dynamic Programming for Model-Free Multi-Objective Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1060-1062
作者: Hao Zhang; Yan Li ; Zhuping Wang; Yi Ding; Huaicheng Yan
 Adobe PDF(504Kb) |  收藏 | 浏览/下载：61/25 | 提交时间：2024/03/18 |
| 面向工业过程的图像生成及其应用研究综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 2, 页码: 211-240
作者: 汤健; 郭海涛; 夏恒; 王鼎; 乔俊飞
Adobe PDF(6988Kb) | 收藏 | 浏览/下载：15/4 | 提交时间：2024/04/12
工业过程 视觉感知 图像生成 生成图像评估与应用 城市固废焚烧 |
| 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：185/119 | 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：72/29 | 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：31/13 | 提交时间：2024/02/19
Adaptive optimal control decentralized control output regulation reinforcement learning (RL) singularly perturbed systems (SPSs) |
| Nested Saturated Control of Uncertain Complex Cascade Systems Using Mixed Saturation Levels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1163-1174
作者: Meng Li; Zhigang Zeng
Adobe PDF(1184Kb) | 收藏 | 浏览/下载：11/4 | 提交时间：2024/04/10
Differentiable saturation functions global stabilization analysis mixed saturation levels nested saturated control uncertain complex cascade systems |
| 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：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash
 Adobe PDF(798Kb) | 收藏 | 浏览/下载：50/20 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| A Novel Tensor Decomposition-Based Efficient Detector for Low-Altitude Aerial Objects With Knowledge Distillation Scheme 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 487-501
作者: Nianyin Zeng; Xinyu Li; Peishu Wu; Han Li; Xin Luo
Adobe PDF(12478Kb) | 收藏 | 浏览/下载：56/16 | 提交时间：2024/01/23
Attention mechanism knowledge distillation (KD) object detection tensor decomposition (TD) unmanned aerial vehicles (UAVs) |
| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie
Adobe PDF(6097Kb) | 收藏 | 浏览/下载：54/12 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
