中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [4]
数学与系统科学研究院 [2]
采集方式
OAI收割 [6]
内容类型
期刊论文 [6]
发表日期
2022 [1]
2021 [1]
2018 [1]
2016 [2]
2015 [1]
学科主题
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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
Neural Network-Based Model-Free Learning Approach for Approximate Optimal Control of Nonlinear Systems
期刊论文
OAI收割
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, 卷号: E104A, 期号: 2, 页码: 532-541
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/10/26
infinite-time horizon
approximate optimal control design
completely model-free
neural network
Model-free Adaptive Dynamic Programming Based Near-optimal Decentralized Tracking Control of Reconfigurable Manipulators
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 卷号: 16, 期号: 2, 页码: 478-490
作者:
Zhao, Bo
;
Li, Yuanchun
  |  
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming
Decentralized Tracking Control
Model-free
Near-optimal
Neural Networks
Reconfigurable Manipulators
Model-Free Optimal Tracking Control via Critic-Only Q-Learning
期刊论文
OAI收割
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
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2016/10/24
Critic-only Q-learning (Coql)
Model-free
Nonaffine Nonlinear Systems
Optimal Tracking Control
Using reinforcement learning techniques to solve continuous-time non-linear optimal tracking problem without system dynamics
期刊论文
OAI收割
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1339-1347
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Li, Xiangjun
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2016/12/26
Nonlinear Control Systems
Continuous Time Systems
Learning (Artificial Intelligence)
Optimal Control
Dynamic Programming
Lyapunov Methods
Linear Systems
Reinforcement Learning
Continuous-time Problem
Nonlinear Optimal Tracking Problem
Adaptive Dynamic Programming
Model-free Adaptive Optimal Tracking Algorithm
Lyapunov Analysis
Linear System
Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis
期刊论文
OAI收割
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 卷号: 12, 期号: 4, 页码: 1461-1468
作者:
Zhao, Dongbin
;
Xia, Zhongpu
;
Wang, Ding
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2015/11/12
Action dependent heuristic dynamic programming
adaptive dynamic programming
model-free optimal control
neural networks
policy iteration