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A Learning Framework of Adaptive Manipulative Skills From Human to Robot 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 2, 页码: 1153-1161
Authors:  Yang, Chenguang;  Zeng, Chao;  Cong Y(丛杨);  Wang, Ning;  Wang M(王敏)
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Adaptive stiffness control  human-robot skill transfer  skill segmentation  stiffness generalization  
模仿学习方法综述及其在机器人领域的应用 期刊论文
计算机工程与应用, 2019, 卷号: 55, 期号: 4, 页码: 17-30
Authors:  李帅龙;  张会文;  周维佳
View  |  Adobe PDF(1794Kb)  |  Favorite  |  View/Download:86/15  |  Submit date:2019/03/08
人工智能  行为克隆  逆强化学习  模仿学习  
Long Time Sequential Task Learning From Unstructured Demonstration 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 96240-96252
Authors:  Zhang HW(张会文);  Liu YW(刘玉旺);  Zhou WJ(周维佳)
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Bayesian segmentation  imitation learning  KL divergence  movement primitives  mixture model  
Novel event analysis for human-machine collaborative underwater exploration 期刊论文
Pattern Recognition, 2019, 卷号: 96, 页码: 1-11
Authors:  Cong Y(丛杨);  Fan BJ(范保杰);  Hou DD(侯冬冬);  Fan HJ(范慧杰);  Liu KZ(刘开周);  Luo JB(罗杰波)
View  |  Adobe PDF(3819Kb)  |  Favorite  |  View/Download:107/29  |  Submit date:2019/08/18
Underwater Underwater robot  Visual summarization  Visual saliency  Visual tracking  Robot vision  Video analysis  Novel event  Deep sea  
Motor Skills Learning and Generalization with Adapted Curvilinear Gaussian Mixture Model 期刊论文
Journal of Intelligent and Robotic Systems: Theory and Applications, 2019, 卷号: 96, 期号: 3-4, 页码: 457-475
Authors:  Zhang HW(张会文);  Leng YQ(冷雨泉)
Adobe PDF(3525Kb)  |  Favorite  |  View/Download:131/18  |  Submit date:2019/03/30
Skill learning  Cross entropy  Curvilinear Gaussian model  Imitation learning