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科研机构
自动化研究所 [16]
沈阳自动化研究所 [2]
兰州理工大学 [1]
内容类型
期刊论文 [15]
会议论文 [4]
发表日期
2022 [19]
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A Self-Attention-Based Deep Reinforcement Learning Approach for AGV Dispatching Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 12
作者:
Wei, Qinglai
;
Yan, Yutian
;
Zhang, Jie
;
Xiao, Jun
;
Wang, Cong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Automated guided vehicle (AGV) dispatching
deep learning
reinforcement learning (RL)
self-attention
Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning
会议论文
中国桂林, 2022-7-9
作者:
Shan QF(单钦锋)
;
Wang WJ(王伟杰)
;
Guo DF(郭丁飞)
;
Sun XR(孙向荣)
;
Jia LH(贾立好)
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/06/05
Deep learning
Mechatronics
Navigation
Reinforcement learning
Cost function
Real-time systems
Trajectory
Offline reinforcement learning with representations for actions
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
作者:
Lou, Xingzhou
;
Yin, Qiyue
;
Zhang, Junge
;
Yu, Chao
;
He, Zhaofeng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/11/14
Offline reinforcement learning
Action embedding
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:
Sun, Yinqian
;
Zeng, Yi
;
Li, Yang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/11/14
brain-inspired decision model
SDQN
reinforcement learning
potential normalization
spiking activity
LEARN EFFECTIVE REPRESENTATION FOR DEEP REINFORCEMENT LEARNING
会议论文
Taipei, Taiwan, 26 August 2022
作者:
Zhan Yuan
;
Xu Zhiwei
;
Fan Guoliang
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  |  
浏览/下载:4/0
  |  
提交时间:2023/06/08
Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
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  |  
浏览/下载:28/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
POPO: Pessimistic Offline Policy Optimization
会议论文
Singapore, Singapore, 23-27 May 2022
作者:
He Q(何强)
;
Hou XW(侯新文)
;
Liu Y(刘禹)
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  |  
浏览/下载:11/0
  |  
提交时间:2022/06/27
reinforcement learning
offline optimization
out-of-distribution
Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile Based on Actor-Critic Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 19-30
作者:
Ruofan Wu
;
Zhikai Yao
;
Jennie Si
;
He (Helen) Huang
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2021/11/03
Automatic tracking of intact knee
configuration of robotic knee prosthesis
direct heuristic dynamic programming (dHDP)
reinforcement learning control
Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
作者:
Yanni Wan
;
Jiahu Qin
;
Xinghuo Yu
;
Tao Yang
;
Yu Kang
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2021/11/03
Demand response management (DRM)
Markovian decision process (MDP)
Monte Carlo simulation
reinforcement learning (RL)
smart grid
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