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科研机构
自动化研究所 [6]
沈阳自动化研究所 [2]
内容类型
期刊论文 [7]
会议论文 [1]
发表日期
2020 [8]
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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.
收藏
  |  
浏览/下载:19/0
  |  
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)
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
收藏
  |  
浏览/下载:33/0
  |  
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
Parallel reinforcement learning-based energy efficiency improvement for a cyber-physical system
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 617-626
作者:
Liu, Teng
;
Tian, Bin
;
Ai, Yunfeng
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/06/02
Bidirectional long short-term memory (LSTM) network
cyber-physical system (CPS)
energy management
parallel system
reinforcement learning (RL)
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:
Ding ZX(丁子祥)
;
Yaran, Chen
;
Nannan, Li
;
Dingbin, Zhao
;
Zhiquan, Sun
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  |  
浏览/下载:53/0
  |  
提交时间:2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:
Xiong Yang
;
Bo Zhao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/11
Adaptive critic designs (ACDs)
asymmetric input constraint
critic neural network (CNN)
nonlinear systems
optimal control
reinforcement learning (RL)
Parallel Reinforcement Learning-Based Energy Efficiency Improvement for a Cyber-Physical System
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 617-626
作者:
Teng Liu
;
Bin Tian
;
Yunfeng Ai
;
Fei-Yue Wang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/11
Bidirectional long short-term memory (LSTM) network
cyber-physical system (CPS)
energy management
parallel system
reinforcement learning (RL)
Reinforcement Learning Tracking Control for Robotic Manipulator With Kernel-Based Dynamic Model
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3570-3578
作者:
Hu YZ(胡亚洲)
;
Wang WX(王文学)
;
Liu H(刘皓)
;
Liu LQ(刘连庆)
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  |  
浏览/下载:22/0
  |  
提交时间:2020/09/26
Manipulator dynamics
Heuristic algorithms
Task analysis
Kernel
Adaptation models
Kernel function
reinforcement learning (RL)
reward function
robotics tracking control
Q-learning Method for Managing Wind Farm Uncertainties through Energy Storage System Control
会议论文
Hefei, China, September 25-27, 2020
作者:
Song ZM(宋志美)
;
Zang CZ(臧传治)
;
Zhu, Lizhong
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/31
wind power generation (WPG)
reinforcement learning (RL)
Q-learning
energy storage system (ESS)
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