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科研机构
自动化研究所 [13]
昆明植物研究所 [1]
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期刊论文 [14]
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2020 [14]
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Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Model-Free H-infinity Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4097-4108
作者:
Hou, Jiaxu
;
Wang, Ding
;
Liu, Derong
;
Zhang, Yun
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  |  
浏览/下载:35/0
  |  
提交时间:2021/01/07
Adaptive dynamic programming (ADP)
control constraints
convergence analysis
H-infinity tracking
neural network (NN)
optimal control
Special Issue on Adaptive Dynamic Programming and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3944-3947
作者:
Liu, Derong
;
Lewis, Frank L.
;
Wei, Qinglai
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  |  
浏览/下载:2/0
  |  
提交时间:2021/01/07
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
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  |  
浏览/下载:32/0
  |  
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
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
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  |  
浏览/下载:34/0
  |  
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
Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 9, 页码: 3189-3199
作者:
Xue, Shan
;
Luo, Biao
;
Liu, Derong
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  |  
浏览/下载:12/0
  |  
提交时间:2020/09/28
Adaptive dynamic programming (ADP)
event-triggered control
Hamilton-Jacobi-Isaacs (HJI) equation
neural network (NN) identifier
zero-sum (ZS) game
Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 9, 页码: 3158-3168
作者:
Ha, Mingming
;
Wang, Ding
;
Liu, Derong
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  |  
浏览/下载:7/0
  |  
提交时间:2020/09/28
Nonlinear systems
Actuators
Discrete-time systems
Dynamic programming
Optimal control
Adaptive systems
Adaptive dynamic programming (ADP)
control constraints
event-triggered control
heuristic dynamic programming (HDP)
neural networks
nonlinear discrete-time system
Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 4, 页码: 3054-3064
作者:
Zhao, Bo
;
Liu, Derong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/03/30
Decentralized control
Couplings
Optimal control
Robots
Dynamic programming
Artificial neural networks
Trajectory
Adaptive dynamic programming
decentralized tracking control
event-triggered mechanism
modular reconfigurable robots
optimal control
reinforcement learning
Improved value iteration for neural-network-based stochastic optimal control design
期刊论文
NEURAL NETWORKS, 2020, 卷号: 124, 页码: 280-295
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2020/06/02
Adaptive critic designs
Adaptive dynamic programming
Neural networks
Optimal control
Stochastic processes
Value iteration
Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 2, 页码: 539-549
作者:
Yang, Zhanyu
;
Luo, Biao
;
Liu, Derong
;
Li, Yueheng
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  |  
浏览/下载:9/0
  |  
提交时间:2020/03/30
Synchronization
Biological neural networks
Neurons
Adaptive systems
Multi-layer neural network
Memristors
Adaptive control
delayed memristive neural networks
global asymptotic synchronization
unknown parameters
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