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Policy Iteration for H infinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 2, 页码: 500-509
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Yang, Xiong
;
Zhang, Qichao
Adobe PDF(892Kb)
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浏览/下载:285/34
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提交时间:2018/10/10
Adaptive Dynamic Programming (Adp)
h Infinity Optimal Control
Policy Iteration (Pi)
Polynomial Nonlinear Systems
Sum Of Squares (Sos)
Adaptive Critic Nonlinear Robust Control: A Survey
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3429-3451
作者:
Wang, Ding
;
He, Haibo
;
Liu, Derong
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Adobe PDF(1954Kb)
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浏览/下载:406/142
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提交时间:2018/03/03
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Boundedness
Convergence
Neural Networks
Optimal Control
Reinforcement Learning
Robust Control
Stability
Adaptive dynamic programming for robust neural control of unknown continuous-time non-linear systems
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 14, 页码: 2307-2316
作者:
Yang, Xiong
;
He, Haibo
;
Liu, Derong
;
Zhu, Yuanheng
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Adobe PDF(2123Kb)
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浏览/下载:425/141
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提交时间:2017/09/13
Dynamic Programming
Robust Control
Neurocontrollers
Continuous Time Systems
Control System Synthesis
Nonlinear Control Systems
Optimal Control
Function Approximation
Monte Carlo Methods
Closed Loop Systems
Asymptotic Stability
Adaptive Dynamic Programming
Robust Neural Control Design
Unknown Continuous-time Nonlinear Systems
Ct Nonlinear Systems
Adp-based Robust Neural Control Scheme
Robust Nonlinear Control Problem
Nonlinear Optimal Control Problem
Nominal System
Adp Algorithm
Actor-critic Dual Networks
Control Policy Approximation
Value Function Approximation
Actor Neural Network Weights
Critic Nn Weights
Monte Carlo Integration Method
Closed-loop System
Asymptotically Stability
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties
期刊论文
NEUROCOMPUTING, 2017, 卷号: 245, 页码: 46-54
作者:
Mu, Chaoxu
;
Wang, Ding
Adobe PDF(1843Kb)
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浏览/下载:358/120
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提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Guaranteed Cost Control
Neural Networks
Uncertain Dynamics
Stability
Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1207-1216
作者:
Yan, Pengfei
;
Wang, Ding
;
Li, Hongliang
;
Liu, Derong
Adobe PDF(625Kb)
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浏览/下载:320/76
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提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Error Analysis
Nonlinear Systems
Policy Iteration
Q-function
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 6, 页码: 4935-4944
作者:
Wang, Ding
;
He, Haibo
;
Mu, Chaoxu
;
Liu, Derong
Adobe PDF(728Kb)
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浏览/下载:322/104
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提交时间:2017/07/18
Adaptive/approximate Dynamic Programming
Adaptive Critic Control
Disturbance Attenuation
Intelligent Control
Neural Identification
Smart Microgrid
Data-driven adaptive dynamic programming for continuous-time fully cooperative games with partially constrained inputs
期刊论文
NEUROCOMPUTING, 2017, 卷号: 238, 期号: *, 页码: 377-386
作者:
Zhang, Qichao
;
Zhao, Dongbin
;
Zhu, Yuanheng
Adobe PDF(1508Kb)
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浏览/下载:605/264
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提交时间:2017/05/04
Adaptive Dynamic Programming
Optimal Control
Neural Network
Fully Cooperative Games
Data-driven
Constrained Input
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
Adobe PDF(3253Kb)
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浏览/下载:407/125
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提交时间:2017/02/23
Recurrent Neural Nets
Neurocontrollers
Learning (Artificial Intelligence)
Office Environment
Optimal Control
Solar Power
Energy Consumption
Time Series
Secondary Cells
Energy Management Systems
Function Approximation
Echo State Network-based Q-learning Method
Optimal Battery Control
Renewable Energy
Optimal Energy Management
Solar Energy
Energy Consumption
Energy Demand
Time Series
Real-time Electricity Rate
Periodic Functions
Q-function
Optimal Charging Strategy
Optimal Discharging Strategy
Optimal Idle Strategy
Numerical Analysis
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 9, 页码: 1978-1989
作者:
Zhao, Bo
;
Liu, Derong
;
Yang, Xiong
;
Li, Yuanchun
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Adobe PDF(1233Kb)
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浏览/下载:302/109
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提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Energy consumption prediction of office buildings based on echo state networks
期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 期号: n/a, 页码: 478-488
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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Adobe PDF(1405Kb)
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浏览/下载:430/182
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提交时间:2017/02/14
Energy Consumption
Time-series Prediction
Office Buildings
Echo State Networks
Reservoir Topologies