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Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors:  Wenqiang Cao;  Jing Yan;  Xian Yang;  Xiaoyuan Luo;  Xinping Guan
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Autonomous underwater vehicles (AUVs)  communication-aware  formation  reinforcement learning  uncertainty  
Dynamic Evolutionary Game-based Modeling, Analysis and Performance Enhancement of Blockchain Channels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 188-202
Authors:  PeiYun Zhang;  MengChu Zhou;  ChenXi Li;  Abdullah Abusorrah
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Blockchain  channel network  evolutionary game  malicious behavior  secure computing  stability analysis  
Distributed Nash Equilibrium Seeking for General Networked Games With Bounded Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 376-387
Authors:  Maojiao Ye;  Danhu Li;  Qing-Long Han;  Lei Ding
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Distributed networks  disturbance rejection  Nash equilibrium  networked games  
Optimizing Polynomial-Time Solutions to a Network Weighted Vertex Cover Game 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 512-523
Authors:  Jie Chen;  Kaiyi Luo;  Changbing Tang;  Zhao Zhang;  Xiang Li
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Game-based asynchronous algorithm (GAA)  game optimization  polynomial time  strict Nash equilibrium (SNE)  weighted vertex cover (WVC)  
Dynamic Target Enclosing Control Scheme for Multi-Agent Systems via a Signed Graph-Based Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 560-562
Authors:  Weihao Li;  Kaiyu Qin;  Mengji Shi;  Jingliang Shao;  Boxian Lin
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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
Authors:  Guangyu Zhu;  Xiaolu Li;  Ranran Sun;  Yiyuan Yang;  Peng Zhang
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Adaptive critic designs  adaptive dynamic programming  approximate dynamic programming  optimal control  policy iteration  time-varying  
A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 584-602
Authors:  Boqian Li;  Shiping Wen;  Zheng Yan;  Guanghui Wen;  Tingwen Huang
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Control barrier function (CBF)  control Lyapunov function (CLF)  nonlinear-affine control systems  
基于多智能体强化学习的大规模路网交通信号控制 学位论文
学术硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  陈筱语
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交通信号控制  马尔科夫决策过程  多智能体强化学习  联邦强化学习  
Optimal synchronization control for multi-agent systems with input saturation: a nonzero-sum game 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 页码: 10
Authors:  Li, Hongyang;  Wei, Qinglai
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基于自适应动态规划的分布式迭代控制方法研究 学位论文
工学博士, 人工智能学院: 中国科学院大学, 2022
Authors:  李洪阳
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自适应动态规划,最优控制,分布式控制,智能控制,强化学习