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Efficient Insertion Control for Precision Assembly Based on Demonstration Learning and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 7, 页码: 4492-4502
Authors:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
Favorite  |  View/Download:8/0  |  Submit date:2021/05/17
Learning (artificial intelligence)  Task analysis  Learning systems  Gaussian distribution  Informatics  Automation  Data models  Demonstration learning  insertion policy learning  multiple peg-in-hole insertion  precision assembly  reinforcement learning  
肌肉骨骼机器人的脑启发式运动控制研究 学位论文
, 北京: 中国科学院大学, 2021
Authors:  陈嘉浩
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肌肉骨骼机器人  脑启发式运动控制  肌肉协同激活  运动皮层神经编码  
基于显微视觉和力信息的微装配技能学习研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  李迎
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姿态测量  微装配  模仿学习  强化学习  技能学习  
Smart Self-Assembly Amphiphilic Cyclopeptide-Dye for Near-Infrared Window-II Imaging 期刊论文
ADVANCED MATERIALS, 2021, 页码: 13
Authors:  Chen, Hao;  Shou, Kangquan;  Chen, Si;  Qu, Chunrong;  Wang, Zhiming;  Jiang, Lei;  Zhu, Mark;  Ding, Bingbing;  Qian, Kun;  Ji, Aiyan;  Lou, Hongyue;  Tong, Ling;  Hsu, Alexander;  Wang, Yuebing;  Felsher, Dean W.;  Hu, Zhenhua;  Tian, Jie;  Cheng, Zhen
Favorite  |  View/Download:11/0  |  Submit date:2021/04/06
fluorescence‐  imaging‐  guided tumor surgery  NIR‐  II fluorescence imaging  pH‐  responsive materials  self‐  assembly  tumor imaging  
Automated Silicon-Substrate Ultra-Microtome for Automating the Collection of Brain Sections in Array Tomography 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 389-401
Authors:  Cheng, Long;  Liu, Weizhou;  Zhou, Chao;  Zou, Yongxiang;  Hou, Zeng-Guang
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Array tomography  automatic collection system  brain sections  microscopic object detection  serial section  
Application of deep learning to predict underestimation in ductal carcinoma in situ of the breast with ultrasound 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 卷号: 9, 期号: 4, 页码: 9
Authors:  Qian, Lang;  Lv, Zhikun;  Zhang, Kai;  Wang, Kun;  Zhu, Qian;  Zhou, Shichong;  Chang, Cai;  Tian, Jie
Adobe PDF(743Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2021/04/21
Artificial intelligence (AI)  ductal carcinoma in situ (DCIS)  core needle biopsy (CNB)  prediction of upstaging  
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467
Authors:  Ying Li;  De Xu
Adobe PDF(1450Kb)  |  Favorite  |  View/Download:1/0  |  Submit date:2021/05/24
Force Jacobian matrix  one-shot demonstration  dynamic exploration strategy  insertion skill learning  reinforcement  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
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Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model  
Automated Pose Measurement Method Based on Multivision and Sensor Collaboration for Slice Microdevice 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 1, 页码: 488-498
Authors:  Shen, Fei;  Qin, Fangbo;  Zhang, Zhengtao;  Xu, De;  Zhang, Juan;  Wu, Wenrong
Favorite  |  View/Download:12/0  |  Submit date:2021/01/06
Image feature extraction  microassembly  multimicroscopic vision control  pose measurement  slice microdevice  
A Position Synchronization Controller for Co-ordinated Links (COOL) Dual Robot Arm Based on Integral Sliding Mode: Design and Experimental Validation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 110-123
Authors:  Sumi Phukan;  Chitralekha Mahanta
View  |  Adobe PDF(7143Kb)  |  Favorite  |  View/Download:11/3  |  Submit date:2021/02/23
Integral sliding mode control  position synchronization  dual-arm robotic manipulator  chattering  robust control