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出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
  |  
浏览/下载:204/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 6
作者:
Zhu, Jiaming
;
Yang, Yuequan
;
Zhang, Tianping
;
Cao, Zhiqiang
收藏
  |  
浏览/下载:193/0
  |  
提交时间:2022/06/06
Artificial neural networks
Nonlinear systems
Control systems
Adaptive systems
Backstepping
Biological neural networks
Trajectory
Backstepping
dynamic surface control (DSC)
finite-time tracking
neural network (NN)
self-limiting term
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control of Nonlinear Interconnected Systems With Unmodeled Dynamics and Prescribed Performance
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Cheng, Ting-Ting
;
Niu, Ben
;
Zhang, Jia-Ming
;
Wang, Ding
;
Wang, Zhen-Hua
收藏
  |  
浏览/下载:226/0
  |  
提交时间:2022/01/27
Interconnected systems
Artificial neural networks
Closed loop systems
Multi-agent systems
Asymptotic stability
Switches
Stability criteria
Asymptotic tracking control
event-triggered control
neural networks (NNs)
nonlinear interconnected systems
prescribed performance control (PPC)
unmodeled dynamics
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Chai, Jiajun
;
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Ma, Zhe
;
Sun, Kewu
;
Ding, Jishiyu
Adobe PDF(3402Kb)
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收藏
  |  
浏览/下载:213/23
  |  
提交时间:2022/01/27
Multi-agent systems
Training
Task analysis
Reinforcement learning
Sun
Learning systems
Semantics
Centralized training with decentralized execution (CTDE)
multiagent
reinforcement learning
StarCraft II
Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 9
作者:
Zhang, Jiaming
;
Niu, Ben
;
Wang, Ding
;
Wang, Huanqing
;
Duan, Peiyong
;
Zong, Guangdeng
收藏
  |  
浏览/下载:169/0
  |  
提交时间:2022/01/27
Nonlinear systems
Artificial neural networks
Design methodology
Adaptive control
Time-varying systems
Fuzzy logic
Backstepping
Asymptotic tracking control
neural networks (NN)
nonlinear mapping (NM)
nonstrict feedback structure
time-varying full-state constraints
uncertain nonlinear system
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control for Nonlinear Systems With Full-State Constraints and Application to a Single-Link Robot
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Zhang, Jiaming
;
Niu, Ben
;
Wang, Ding
;
Wang, Huanqing
;
Zhao, Ping
;
Zong, Guangdeng
收藏
  |  
浏览/下载:152/0
  |  
提交时间:2022/01/27
Artificial neural networks
Nonlinear systems
Control systems
Adaptive systems
Backstepping
Neurons
Task analysis
Asymptotic tracking control
barrier functions
full-state constraints
neural networks (NNs)
time-
event-triggered control
uncertain nonlinear systems
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
收藏
  |  
浏览/下载:184/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Relaxed Stability Criteria for Neural Networks With Time-Varying Delay Using Extended Secondary Delay Partitioning and Equivalent Reciprocal Convex Combination Techniques
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4157-4169
作者:
Wang, Shenquan
;
Ji, Wenchengyu
;
Jiang, Yulian
;
Liu, Derong
收藏
  |  
浏览/下载:186/0
  |  
提交时间:2021/01/07
Delays
Asymptotic stability
Artificial neural networks
Linear matrix inequalities
Stability criteria
Automation
Equivalent reciprocal convex combination
extended secondary delay partitioning
global asymptotic stability
neural networks (NNs)
time-varying delay
Adaptive Neural Output-Feedback Controller Design of Switched Nonlower Triangular Nonlinear Systems With Time Delays
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4084-4093
作者:
Niu, Ben
;
Wang, Ding
;
Liu, Ming
;
Song, Xinmin
;
Wang, Huanqing
;
Duan, Peiyong
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2021/01/07
Switches
Adaptive systems
Nonlinear systems
Delay effects
Backstepping
Stability analysis
Adaptive control
average dwell time (ADT)
neural networks (NNs)
nonlower triangular form
switched nonlinear systems
time delays
Neural Adaptive Event-Triggered Control for Nonlinear Uncertain Stochastic Systems With Unknown Hysteresis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 11, 页码: 3300-3312
作者:
Wang, Jianhui
;
Liu, Zhi
;
Zhang, Yun
;
Chen, C. L. Philip
收藏
  |  
浏览/下载:233/0
  |  
提交时间:2020/03/30
Actuators
Hysteresis
Nonlinear systems
Artificial neural networks
Adaptive systems
Stochastic systems
System performance
Actuator failure
adaptive control
event-triggered
neural networks (NNs)
stochastic nonlinear systems
unknown direction hysteresis