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基于值分解优化的多智能体深度强化学习方法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王凌霄
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深度强化学习  多智能体系统  价值函数分解算法  图神经网络  
Consensus Control of Leader-Following Multi-Agent Systems in Directed Topology With Heterogeneous Disturbances 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 423-431
Authors:  Wei, Qinglai;  Wang, Xin;  Zhong, Xiangnan;  Wu, Naiqi
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Consensus control  directed topology  external disturbance  multi-agent (MA) systems  
EDT Method for Multiple Labelled Objects Subject to Tied Distances 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 468-479
Authors:  Andre Marasca;  Andre Backes;  Fabio Favarim;  Marcelo Teixeira;  Dalcimar Casanova
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Euclidean distance transform (EDT)  multiple-labelled objects  tied distances  fractal analysis  texture analysis  
A Position Synchronization Controller for Co-ordinated Links (COOL) Dual Robot Arm Based on Integral Sliding Mode: Design and Experimental Validation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 110-123
Authors:  Sumi Phukan;  Chitralekha Mahanta
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Integral sliding mode control  position synchronization  dual-arm robotic manipulator  chattering  robust control  
Observer-Based Adaptive Fuzzy Tracking Control Using Integral Barrier Lyapunov Functionals for A Nonlinear System With Full State Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 617-627
Authors:  Wei Zhao;  Yanjun Liu;  Lei Liu
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Adaptive control  backstepping design  integral barrier Lyapunov function (iBLF)  states observer  
Autonomous Control Strategy of a Swarm System Under Attack Based on Projected View and Light Transmittance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 648-655
Authors:  Xuejing Lan;  Wenbiao Xu;  Zhijia Zhao;  Guiyun Liu
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Autonomous control  light transmittance  projected view  swarm system  
Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272
Authors:  Dimitri Bertsekas
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Dynamic programming  multiagent problems  neuro-dynamic programming  policy iteration  reinforcement learning, rollout  
Physical Safety and Cyber Security Analysis of Multi-Agent Systems: A Survey of Recent Advances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 319-333
Authors:  Dan Zhang;  Gang Feng;  Yang Shi;  Dipti Srinivasan
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Consensus  deception attack  deny-of-service (DoS) attack  fault detection  fault estimation  fault tolerant control  multi-agent systems  
Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 1-22
Authors:  Sohail Imran;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
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Big data analytics (BDA)  big data architecture  healthcare  NoSQL data stores  patient care  roadmap  systematic literature review  
Novel Stability Criteria for Linear Time-Delay Systems Using Lyapunov-Krasovskii Functionals With A Cubic Polynomial on Time-Varying Delay 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 77-85
Authors:  Xian-Ming Zhang;  Qing-Long Han;  Xiaohua Ge
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Bessel-Legendre inequality  matrix-valued polynomial inequalities  stability  time-varying delay  time-delay systems