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| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
 Adobe PDF(5205Kb) |  收藏 | 浏览/下载：126/40 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Distributed Adaptive Resource Allocation: An Uncertain Saddle-Point Dynamics Viewpoint 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2209-2221
作者: Dongdong Yue; Simone Baldi; Jinde Cao; Qi Li ; Bart De Schutter
Adobe PDF(5043Kb) | 收藏 | 浏览/下载：86/19 | 提交时间：2023/10/31
Adaptive systems directed graphs resource allocation saddle-point dynamics |
| A Model Predictive Control Algorithm Based on Biological Regulatory Mechanism and Operational Research 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2174-2176
作者: Jinying Yang; Yongjun Zhang; Tanju Yildirim; Jiawei Zhang
Adobe PDF(625Kb) | 收藏 | 浏览/下载：119/50 | 提交时间：2023/09/22 |
| Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173
作者: Tao Chen; Ciwei Gao
Adobe PDF(577Kb) | 收藏 | 浏览/下载：60/26 | 提交时间：2023/09/22 |
| Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107
作者: Shaohua Teng; Zefeng Zheng; Naiqi Wu; Luyao Teng; Wei Zhang
Adobe PDF(1786Kb) | 收藏 | 浏览/下载：160/68 | 提交时间：2023/09/22
Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| An Optimal Control-Based Distributed Reinforcement Learning Framework for A Class of Non-Convex Objective Functionals of the Multi-Agent Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2081-2093
作者: Zhe Chen; Ning Li
 Adobe PDF(3366Kb) | 收藏 | 浏览/下载：75/28 | 提交时间：2023/09/22
Distributed optimization multi-agent optimal control reinforcement learning (RL) |
| Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability? 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2070-2080
作者: Yanfen Wang; Mengzhen Kang; Yali Liu; Juanjuan Li; Kai Xue; Xiujuan Wang; Jianqing Du; Yonglin Tian; Qinghua Ni; Fei-Yue Wang
Adobe PDF(9632Kb) | 收藏 | 浏览/下载：310/177 | 提交时间：2023/09/22
Carbon-water balance decision-support digital intelligence (DI) foundation models planning |
| Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2014-2025
作者: Xingtang Wu; Mingkun Yang; Wenbo Lian; Min Zhou; Hongwei Wang; Hairong Dong
Adobe PDF(2179Kb) | 收藏 | 浏览/下载：153/51 | 提交时间：2023/09/07
Delay propagation double layer network high speed rail network max-plus algebra |
| Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者: Feiye Zhang; Qingyu Yang; Dou An
Adobe PDF(3841Kb) | 收藏 | 浏览/下载：110/59 | 提交时间：2023/09/07
Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
| Scheduling a Single-Arm Multi-Cluster Tool With a Condition-Based Cleaning Operation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1965-1983
作者: Qinghua Zhu; Hongpeng Li; Cong Wang; Yan Hou
Adobe PDF(2283Kb) | 收藏 | 浏览/下载：119/39 | 提交时间：2023/09/07
Chamber cleaning multi-cluster tools scheduling semiconductor manufacturing |
