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自动化研究所 [14]
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期刊论文 [29]
会议论文 [6]
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2021 [35]
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DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning
会议论文
Indianapolis, IN, USA, 19-22 September 2021
作者:
Jinhao Xi
;
Fenghua Zhu
;
Yuanyuan Chen
;
Yisheng Lv
;
Chang Tan
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  |  
浏览/下载:1/0
  |  
提交时间:2023/06/26
DFR-Net: A Novel Multi-Task Learning Network for Real-Time Multi-Instrument Segmentation
会议论文
中国成都, 2021.10.20-24
作者:
Zhou, Yan-Jie
;
Liu, Shi-Qi
;
Xie, Xiao-Liang
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/06/14
neural networks
instrument segmentation
multi-task learning
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
收藏
  |  
浏览/下载:91/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
Hybrid Improved Bird Swarm Algorithm with Extreme Learning Machine for Short-Term Power Prediction in Photovoltaic Power Generation System
期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 卷号: 2021
作者:
Wu, Dongchun
;
Kan, Jiarong
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  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
Molecular recognition of an acyl-peptide hormone and activation of ghrelin receptor
期刊论文
NATURE COMMUNICATIONS, 2021, 卷号: 12, 期号: 1, 页码: 9
作者:
Wang, Yue
;
Guo, Shimeng
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  |  
浏览/下载:42/0
  |  
提交时间:2021/11/04
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets
期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:
Li,Yuze
;
Jiang,Shangrong
;
Wei,Yunjie
;
Wang,Shouyang
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  |  
浏览/下载:17/0
  |  
提交时间:2021/10/26
Portfolio optimization
Bitcoin
Deep learning
Reinforcement learning
Variational mode decomposition
Incremental Concept Learning via Online Generative Memory Recall
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3206-3216
作者:
Li, Huaiyu
;
Dong, Weiming
;
Hu, Bao-Gang
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  |  
浏览/下载:39/0
  |  
提交时间:2021/08/15
Task analysis
Learning systems
Neural networks
Feature extraction
Visualization
Knowledge engineering
Training
Catastrophic forgetting
continual learning
generative adversarial networks (GANs)
Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Yang, Xiong
;
Zhou, Yingjiang
;
Dong, Na
;
Wei, Qinglai
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  |  
浏览/下载:32/0
  |  
提交时间:2022/01/27
Optimal control
Interconnected systems
Nonlinear systems
Decentralized control
Asymptotic stability
Stability analysis
Artificial neural networks
Adaptive critics
adaptive dynamic programming (ADP)
asymmetric input constraints
decentralized control
reinforcement learning (RL)
Learning Adaptively Context-Weight-Aware Correlation Filters for UAV Tracking with Robust Spatial-Temporal Regularization
会议论文
Sanya, China(线上), 2021-01
作者:
Dongze, Hao
;
Yinghao, Cai
;
Yiping, Yang
;
Jixiang, Zhang
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  |  
浏览/下载:54/0
  |  
提交时间:2021/06/25
A Many-Objective Optimization Based Intelligent Intrusion Detection Algorithm for Enhancing Security of Vehicular Networks in 6G
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 卷号: 70, 期号: 6, 页码: 5234-5243
作者:
Zhang, Zhixia
;
Cao, Yang
;
Cui, Zhihua
;
Zhang, Wensheng
;
Chen, Jinjun
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2021/08/15
Intrusion detection
Security
6G mobile communication
Data models
Protocols
Optimization
Encryption
Controller area network (CAN)
intrusion detection
machine learning (ML)
many-objective optimization
vehicular networks security
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