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发表日期:2018
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Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 12, 页码: 6004-6014
作者:
Wang, Ding
;
Liu, Derong
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浏览/下载:252/0
  |  
提交时间:2019/07/12
Adaptive dynamic programming
event-based design
guaranteed cost control
optimal control
self-learning technique
Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 10, 页码: 2948-2961
作者:
Mu, Chaoxu
;
Wang, Ding
;
He, Haibo
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浏览/下载:217/0
  |  
提交时间:2019/12/16
Adaptive Dynamic Programming (Adp)
Data-driven Control
Finite-horizon Optimal Control
Heuristic Dynamic Programming (Hdp)
Learning Control
Neural Networks
Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties
期刊论文
INFORMATION SCIENCES, 2018, 卷号: 463, 页码: 307-322
作者:
Yang, Xiong
;
He, Haibo
;
Wei, Qinglai
;
Luo, Biao
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浏览/下载:192/0
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Unmatched Uncertainty
An adaptive critic approach to event-triggered robust control of nonlinear systems with unmatched uncertainties
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 卷号: 28, 期号: 10, 页码: 3501-3519
作者:
Yang, Xiong
;
He, Haibo
;
Wei, Qinglai
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浏览/下载:173/0
  |  
提交时间:2018/10/10
Adaptive Critic Approach
Event-triggered Control
Reinforcement Learning
Robust Control
Unmatched Uncertainty
Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 6, 页码: 2099-2111
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
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Adobe PDF(1045Kb)
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浏览/下载:370/113
  |  
提交时间:2018/10/10
Adaptive Control
Adaptive Dynamic Programming
Constraints
Critic-only
Data-based
Optimal Control
Q-learning
Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation
期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 334-346
作者:
Shen, Yuan-Yuan
;
Liu, Cheng-Lin
Adobe PDF(1575Kb)
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浏览/下载:270/72
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提交时间:2018/10/10
Continuous Incremental Adaptive Learning Vector Quantization
Style Transfer Mapping
Local Style Consistency
Active Learning
Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1342-1351
作者:
Wang, Ding
;
Liu, Derong
;
Mu, Chaoxu
;
Zhang, Yun
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浏览/下载:143/0
  |  
提交时间:2018/10/10
Adaptive Critic
Dynamical Uncertainty
Learning Systems
Neural Networks
Optimal Control
Robust Stabilization
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1226-1238
作者:
Wei, Qinglai
;
Li, Benkai
;
Song, Ruizhuo
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Adobe PDF(2475Kb)
  |  
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浏览/下载:378/122
  |  
提交时间:2017/02/23
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Generalized Policy Iteration (Gpi)
Neural Networks
Neurodynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning
Manifold Regularized Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 932-943
作者:
Li, Hongliang
;
Liu, Derong
;
Wang, Ding
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浏览/下载:175/0
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming
Approximate Dynamic Programming
Approximate Policy Iteration (Api)
Manifold Regularization
Reinforcement Learning (Rl)
Comprehensive comparison of online ADP algorithms for continuous-time optimal control
期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2018, 卷号: 49, 期号: 4, 页码: 531-547
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(766Kb)
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浏览/下载:406/180
  |  
提交时间:2017/09/13
Adaptive Dynamic Programming
Policy Iteration
Integral Reinforcement Learning
Experience Replay
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