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浏览/检索结果:
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出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
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Attention Enhanced Reinforcement Learning for Multi agent Cooperation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Pu, Zhiqiang
;
Wang, Huimu
;
Liu, Zhen
;
Yi, Jianqiang
;
Wu, Shiguang
Adobe PDF(2967Kb)
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浏览/下载:275/40
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提交时间:2022/06/06
Training
Reinforcement learning
Games
Scalability
Task analysis
Standards
Optimization
Attention mechanism
deep reinforcement learning (DRL)
graph convolutional networks
multi agent systems
Neural Control of Robot Manipulators With Trajectory Tracking Constraints and Input Saturation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4231-4242
作者:
Yang, Chenguang
;
Huang, Dianye
;
He, Wei
;
Cheng, Long
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浏览/下载:211/0
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提交时间:2021/11/03
Manipulators
Lyapunov methods
Robot kinematics
Trajectory tracking
Automation
Barrier Lyapunov function (BLF)
constrained control
input saturation
robot manipulator
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:297/75
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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)
Six-DOF Spacecraft Optimal Trajectory Planning and Real-Time Attitude Control: A Deep Neural Network-Based Approach
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 11, 页码: 5005-5013
作者:
Chai, Runqi
;
Tsourdos, Antonios
;
Savvaris, Al
;
Chai, Senchun
;
Xia, Yuanqing
;
Chen, C. L. Philip
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浏览/下载:195/0
  |  
提交时间:2021/01/06
Attitude control
Real-time systems
Trajectory optimization
Trajectory planning
Attitude control
bilevel structure
deep neural network (DNN)
six-degree-of-freedom (6-DOF) hypersonic vehicle (HV)
trajectory planning
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
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浏览/下载:198/0
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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
Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 6, 页码: 2064-2076
作者:
Li, Haoran
;
Zhang, Qichao
;
Zhao, Dongbin
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Adobe PDF(4274Kb)
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浏览/下载:335/110
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提交时间:2020/08/03
Robot sensing systems
Navigation
Entropy
Neural networks
Task analysis
Planning
Automatic exploration
deep reinforcement learning (DRL)
optimal decision
partial observation
Adaptive Neural State-Feedback Tracking Control of Stochastic Nonlinear Switched Systems: An Average Dwell-Time Method
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1076-1087
作者:
Niu, Ben
;
Wang, Ding
;
Alotaibi, Naif D.
;
Alsaadi, Fuad E.
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浏览/下载:213/0
  |  
提交时间:2019/12/16
Adaptive tracking control
average dwell time (ADT)
neural networks (NNs)
nonstrict-feedback structure
stochastic nonlinear systems
switched nonlinear systems
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 1, 页码: 295-305
作者:
Liu, Yan-Jun
;
Li, Shu
;
Tong, Shaocheng
;
Chen, C. L. Philip
收藏
  |  
浏览/下载:280/0
  |  
提交时间:2019/07/12
Discrete-time systems
neural networks (NNs)
nonlinear systems
optimal control
reinforcement learning
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:248/0
  |  
提交时间:2019/07/12
Adaptive dynamic programming
event-based design
guaranteed cost control
optimal control
self-learning technique
Adaptive Neural Output-Feedback Control for a Class of Nonlower Triangular Nonlinear Systems With Unmodeled Dynamics
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3658-3668
作者:
Wang, Huanqing
;
Liu, Peter Xiaoping
;
Li, Shuai
;
Wang, Ding
收藏
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浏览/下载:171/0
  |  
提交时间:2019/12/16
Adaptive neural control
backstepping
nonlower triangular nonlinear systems
output-feedback control