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科研机构
自动化研究所 [16]
清华大学 [1]
北京航空航天大学 [1]
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期刊论文 [14]
学位论文 [3]
会议论文 [1]
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2021 [1]
2020 [1]
2019 [1]
2018 [1]
2017 [5]
2016 [2]
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Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2929-2943
作者:
Song, Ruizhuo
;
Wei, Qinglai
;
Zhang, Huaguang
;
Lewis, Frank L.
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浏览/下载:45/0
  |  
提交时间:2021/08/15
Adaptive critic designs
adaptive dynamic programming
approximate dynamic programming
discrete-time
nonzero-sum (NZS)
off-policy
reinforcement learning (RL)
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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  |  
浏览/下载:34/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
作者:
Zhang, Qichao
;
Zhao, Dongbin
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  |  
浏览/下载:93/0
  |  
提交时间:2019/07/12
Integral reinforcement learning (IRL)
neural network (NN)
nonzero-sum (NZS) games
off-policy
single-critic
unknown drift dynamics
Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 6, 页码: 2099-2111
作者:
Luo, Biao
;
Liu, Derong
;
Wu, Huai-Ning
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  |  
浏览/下载:29/0
  |  
提交时间:2018/10/10
Adaptive Control
Adaptive Dynamic Programming
Constraints
Critic-only
Data-based
Optimal Control
Q-learning
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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  |  
浏览/下载:27/0
  |  
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
连续时间自适应动态规划及其在复杂系统控制中的应用
学位论文
工学博士, 北京: 中国科学院大学, 2017
作者:
李超
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浏览/下载:417/0
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提交时间:2017/05/26
自适应动态规划
智能控制
最优控制
神经网络
复杂系统
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
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  |  
浏览/下载:11/0
  |  
提交时间:2017/05/04
Adaptive Dynamic Programming
Optimal Control
Neural Network
Fully Cooperative Games
Data-driven
Constrained Input
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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  |  
浏览/下载:17/0
  |  
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
Chaotic system optimal tracking using data-based synchronous method with unknown dynamics and disturbances
期刊论文
CHINESE PHYSICS B, 2017, 卷号: 26, 期号: 3
作者:
Song, Ruizhuo
;
Wei, Qinglai
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2017/05/05
Adaptive Dynamic Programming
Approximate Dynamic Programming
Chaotic System
Zero-sum
Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 5, 页码: 1041-1050
作者:
Song, Ruizhuo
;
Lewis, Frank L.
;
Wei, Qinglai
;
Zhang, Huaguang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2016/10/20
Adaptive Critic Designs
Adaptive/approximate Dynamic Programming (Adp)
Dynamic Programming
Off-policy
Optimal Control
Unknown System
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