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基于类脑脉冲神经网络的符号表征与推理 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  方宏坚
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类脑人工智能  脉冲神经网络  符号表征  突触可塑性  因果推理  
面向样本缺失场景的情绪与压力状态评估方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  武金婷
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情绪识别  心理压力检测  零样本学习  迁移学习  孪生网络  
面向智能车环境感知的语义分割及其应用研究 学位论文
工学硕士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  范嗣祺
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图像语义分割  点云语义分割  半监督学习  环境感知  智能车  
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 12
Authors:  Sun, Chen;  Li, Shen;  Cao, Dongpu;  Wang, Fei-Yue;  Khajepour, Amir
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Accidents  Data models  Predictive models  Roads  Analytical models  Vehicles  Sun  Crowd sourcing  social transportation system  tabular learning  traffic prediction  
A nondestructive automatic defect detection method with pixelwise segmentation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 242, 页码: 12
Authors:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
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Defect detection  Deep architecture  Image segmentation  Attention fusion  Residual dense connection convolution  network  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
Correlation analysis and text classification of chemical accident cases based on word embedding 期刊论文
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2022, 卷号: 158, 页码: 698-710
Authors:  Jing, Sifeng;  Liu, Xiwei;  Gong, Xiaoyan;  Tang, Ying;  Xiong, Gang;  Liu, Sheng;  Xiang, Shuguang;  Bi, Rongshan
Adobe PDF(7149Kb)  |  Favorite  |  View/Download:24/3  |  Submit date:2022/03/17
Text mining  Correlation analysis  Text classification  Word embedding  Deep learning  Chemical accident cases  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
Unmanned Aerial Vehicles: Control Methods and Future Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 601-614
Authors:  Zongyu Zuo, Cunjia Liu, Qing-Long Han, Jiawei Song
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Aircraft control,disturbance rejection,path-following,trajectory tracking,unmanned aerial vehicle  
Full-State-Constrained Non-Certainty-Equivalent Adaptive Control for Satellite Swarm Subject to Input Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 482-495
Authors:  Zhiwei Hao;  Xiaokui Yue;  Haowei Wen;  Chuang Liu
Adobe PDF(3156Kb)  |  Favorite  |  View/Download:22/5  |  Submit date:2022/03/09
Dynamic scaling  full-state constraints  input fault tolerance  non-CE adaptive control  satellite swarm