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Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 10, 页码: 3341-3354
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
;
Wang, Ding
;
Lewis, Frank L.
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Adobe PDF(3217Kb)
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浏览/下载:542/201
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提交时间:2016/11/09
Adaptive Control
Adaptive Dynamic Programming (Adp)
Data-based
Off-policy Learning
Optimal Control
Policy Gradient
Developing nonlinear adaptive optimal regulators through an improved neural learning mechanism
期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 5
作者:
Wang, Ding
;
Mu, Chaoxu
Adobe PDF(244Kb)
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浏览/下载:151/67
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提交时间:2017/09/12
Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4110-4120
作者:
Wei, Qinglai
;
Liu, Derong
;
Lewis, Frank L.
;
Liu, Yu
;
Zhang, Jie
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Adobe PDF(4866Kb)
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浏览/下载:519/241
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提交时间:2017/02/23
Adaptive Critic Designs
Adaptive Dynamic Programming (Adp)
Approximate Dynamic Programming
Mixed Iteration
Optimal Control
Policy Iteration
Smart Grid
Value Iteration
Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems
期刊论文
NEUROCOMPUTING, 2017, 期号: 235, 页码: 147-156
作者:
Zhao, Bo
;
Li, Yuanchun
;
Liu, Derong
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Adobe PDF(1373Kb)
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浏览/下载:360/103
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提交时间:2017/05/05
Large-scale Nonlinear Systems
Partial Loss Of Actuator Effectiveness
Decentralized Fault Tolerant Control
Self-tuned Local Feedback Gain
Neural Network
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
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Adobe PDF(3253Kb)
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浏览/下载:384/123
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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 based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems
期刊论文
INFORMATION SCIENCES, 2017, 期号: 384, 页码: 21-33
作者:
Zhao, Bo
;
Liu, Derong
;
Li, Yuanchun
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Adobe PDF(1581Kb)
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浏览/下载:341/128
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提交时间:2017/05/05
Adaptive Dynamic Programming
Fault Tolerant Control
Policy Iteration
Nonlinear Systems
Fault Observer
Neural Network
A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 3, 页码: 525-534
作者:
Lin, Qiao
;
Wei, Qinglai
;
Liu, Derong
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Adobe PDF(296Kb)
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浏览/下载:303/128
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提交时间:2017/02/14
Adaptive Dynamic Programming
Affine Nonlinear Systems
Discrete-time
Generalised Policy Iteration
Neural Network
Tracking Control
Event-based input-constrained nonlinear H infinity state feedback with adaptive critic and neural implementation
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: *, 页码: 848-856
作者:
Wang, Ding
;
Mu, Chaoxu
;
Zhang, Qichao
;
Liu, Derong
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Adobe PDF(1090Kb)
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浏览/下载:324/132
  |  
提交时间:2017/02/14
Adaptive Critic Learning (Acl)
Adaptive Dynamic Programming (Adp)
Event-based Control
Hamilton-jacobi-isaacs (Hji) Equation
Input Constraints
Neural Networks
Nonlinear H-infinity Control
State Feedback
Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 卷号: 47, 期号: 13, 页码: 3116-3131
作者:
Ma, Hongwen
;
Liu, Derong
;
Wang, Ding
;
Luo, Biao
Adobe PDF(1913Kb)
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浏览/下载:343/112
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提交时间:2016/10/20
Bipartite Output Consensus
High-order
Input Noises
Networked Multi-agent Systems
Power Integrator
Signed Digraph
Reinforcement learning solution for HJB equation arising in constrained optimal control problem
期刊论文
NEURAL NETWORKS, 2015, 卷号: 71, 期号: 0, 页码: 150-158
作者:
Luo, Biao
;
Wu, Huai-Ning
;
Huang, Tingwen
;
Liu, Derong
Adobe PDF(530Kb)
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浏览/下载:436/192
  |  
提交时间:2016/03/30
Constrained Optimal Control
Data-based
Off-policy Reinforcement Learning
Hamilton-jacobi-bellman Equation
The Method Of Weighted Residuals