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出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Constrained-cost adaptive dynamic programming for optimal control of discrete-time nonlinear systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: 35, 期号: 3, 页码: 3251 - 3264
作者:
Wei, Qinglai
;
Li, Tao
Adobe PDF(8471Kb)
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浏览/下载:61/22
  |  
提交时间:2024/05/28
Adaptive dynamic programming
approximate dynamic programming
constrained cost
optimal control
reinforcement learning
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
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浏览/下载:259/0
  |  
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)
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Hu, Guangzheng
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Zhao, Mengchen
;
Hao, Jianye
Adobe PDF(4187Kb)
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浏览/下载:266/12
  |  
提交时间:2022/01/27
Bandwidth
Protocols
Reinforcement learning
Task analysis
Optimization
Communication networks
Multi-agent systems
Event trigger
limited bandwidth
multi-agent communication
multi-agent reinforcement learning (MARL)
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Yang, Xiong
;
Zhu, Yuanheng
;
Dong, Na
;
Wei, Qinglai
Adobe PDF(1578Kb)
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浏览/下载:240/16
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提交时间:2022/01/27
Adaptive critic designs (ACDs)
adaptive dynamic programming (ADP)
decentralized event-driven control
input constraint
reinforcement learning (RL)
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
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浏览/下载:300/0
  |  
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
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
Adobe PDF(4019Kb)
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浏览/下载:385/86
  |  
提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
Optimal Formation of Multirobot Systems Based on a Recurrent Neural Network
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 2, 页码: 322-333
作者:
Wang, Yunpeng
;
Cheng, Long
;
Hou, ZengGuang
;
Yu, Junzhi
;
Tan, Min
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Adobe PDF(2069Kb)
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浏览/下载:393/103
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提交时间:2016/06/14
Combinational Optimization Problem
Multirobot System
Optimal Formation
Recurrent Neural Network
Shape Theory
Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 684-696
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Li, Han-Xiong
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Adobe PDF(2465Kb)
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浏览/下载:379/123
  |  
提交时间:2016/03/30
Adaptive Optimal Control
Empirical Eigenfunction (Eef)
Highly Dissipative Partial Differential Equations (Pdes)
Neuro-dynamic Programming (Ndp)
Spatially Distributed Processes (Sdps)
Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 866-879
作者:
Wei, Qinglai
;
Liu, Derong
;
Yang, Xiong
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Adobe PDF(2408Kb)
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浏览/下载:311/125
  |  
提交时间:2015/09/21
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Generalized Policy Iteration
Neural Networks (Nns)
Neurodynamic Programming
Nonlinear Systems
Optimal Control
Reinforcement Learning
Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 851-865
作者:
Song, Ruizhuo
;
Lewis, Frank
;
Wei, Qinglai
;
Zhang, Hua-Guang
;
Jiang, Zhong-Ping
;
Levine, Dan
;
Qinglai Wei
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Adobe PDF(3455Kb)
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浏览/下载:429/181
  |  
提交时间:2015/09/21
Actor-critic
Approximate Dynamic Programming (Adp)
Category
Optimal Control
Shunting Inhibitory Artificial Neural Network (Siann)