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收录类别:SCI
专题:复杂系统智能机理与平行控制团队
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Learning Control for Air Conditioning Systems via Human Expressions
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7662-7671
作者:
Wei, Qinglai
;
Li, Tao
;
Liu, Derong
Adobe PDF(1354Kb)
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浏览/下载:222/1
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提交时间:2021/06/15
Adaptive dynamic programming
air conditioning control
deep learning (DL)
deep Q-network (DQN)
human expressions
optimal control
reinforcement learning (RL)
Q-learning
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:342/78
  |  
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)
Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1604Kb)
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浏览/下载:201/67
  |  
提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
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
Adobe PDF(1954Kb)
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浏览/下载:419/145
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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:444/144
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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
Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation
期刊论文
NEUROCOMPUTING, 2017, 卷号: 260, 页码: 432-442
作者:
Mu, Chaoxu
;
Sun, Changyin
;
Wang, Ding
;
Song, Aiguo
Adobe PDF(1555Kb)
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浏览/下载:430/164
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提交时间:2017/09/12
Adaptive Tracking Control
Hamilton-jacobi-bellman (Hjb) Equation
Adaptive Dynamic Programming (Adp)
Neural Networks
Uncertainties
Optimal control for discrete-time systems with actuator saturation
期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 卷号: 38, 期号: 6, 页码: 1071-1080
作者:
Lin, Qiao
;
Wei, Qinglai
;
Zhao, Bo
Adobe PDF(348Kb)
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浏览/下载:542/260
  |  
提交时间:2017/05/04
Approximate Dynamic Programming
Discrete Time
Generalized Policy Iteration
Optimal Control
Saturating Actuators
Optimization of electricity consumption in office buildings based on adaptive dynamic programming
期刊论文
SOFT COMPUTING, 2017, 卷号: 21, 期号: 21, 页码: 6369-6379
作者:
Shi, Guang
;
Wei, Qinglai
;
Liu, Derong
Adobe PDF(1611Kb)
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浏览/下载:457/187
  |  
提交时间:2017/02/23
Office Buildings
Electricity Consumption Optimization
Battery Management
Optimal Control
Adaptive Dynamic Programming
Neural Networks
Model-Free Optimal Tracking Control via Critic-Only Q-Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 10, 页码: 2134-2144
作者:
Luo, Biao
;
Liu, Derong
;
Huang, Tingwen
;
Wang, Ding
;
Luo,Biao
Adobe PDF(1521Kb)
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浏览/下载:585/286
  |  
提交时间:2016/10/24
Critic-only Q-learning (Coql)
Model-free
Nonaffine Nonlinear Systems
Optimal Tracking Control
Neural network based online simultaneous policy update algorithm for solving the HJI equation in nonlinear H∞ control
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2012, 卷号: 23, 期号: 12, 页码: 1884-1895
作者:
Wu, Huai-Ning
;
Luo, Biao
Adobe PDF(530Kb)
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浏览/下载:175/49
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提交时间:2016/04/08
Simultaneous Policy Update Algorithm