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基于模仿学习和强化学习的机器人技能自动获取方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  张会文
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技能学习  模仿学习  强化学习  逆强化学习  策略优化  
基于三维点云的目标识别与定位方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  鲁荣荣
Adobe PDF(6810Kb)  |  Favorite  |  View/Download:75/19  |  Submit date:2019/07/14
目标识别  点云分割  点对特征  三维局部特征  几何约束  
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  
Dynamics Research and Parameter Optimization of Planetary Penetrators 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 82052-82065
Authors:  Wang MK(王莽宽);  Liu JG(刘金国);  Feng JK(冯靖凯);  Ju ZJ(琚兆杰)
View  |  Adobe PDF(3879Kb)  |  Favorite  |  View/Download:114/18  |  Submit date:2019/08/04
Penetrators  dynamics  optimization  genetic algorithms  stability analysis  
Learning Continuous Control through Proximal Policy Optimization for Mobile Robot Navigation 会议论文
2018 International Conference on Future Technology and Disruptive Innovation, Hangzhou, China, December 7-8, 2018
Authors:  Zeng TP(曾太平)
View  |  Adobe PDF(1639Kb)  |  Favorite  |  View/Download:55/8  |  Submit date:2018/12/27
Mobile Robots  Deep Reinforcement Learning  Continuous Control  Proximal Policy Optimization  Robot Navigation  Mobile Robot Learning  
An Occlusion-Aware Framework for Real-Time 3D Pose Tracking 期刊论文
Sensors (Switzerland), 2018, 卷号: 18, 期号: 8, 页码: 1-20
Authors:  Fu ML(付明亮);  Leng YQ(冷雨泉);  Luo HT(骆海涛);  Zhou WJ(周维佳)
View  |  Adobe PDF(4208Kb)  |  Favorite  |  View/Download:575/28  |  Submit date:2018/08/20
Pose Tracking  Occlusion Handling  Online Rendering  Motion Compensation  
Complex Sequential Tasks Learning with Bayesian Inference and Gaussian Mixture Model 会议论文
Proceedings of the 2018 IEEE International Conference on Robotics and Biomimetics, Kuala Lumpur, Malaysia, December 12-15, 2018
Authors:  Zhang HW(张会文);  Han XN(韩小宁);  Zhang W(张伟);  Zhou WJ(周维佳)
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Bayesian segmentation  dynamical system  GMM  movement primitives  
Augmented reality system training for minimally invasive spine surgery 会议论文
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, Macau, China, December 5-8, 2017
Authors:  Liu XZ(刘晓壮);  Bai H(白华);  Song GL(宋国立);  Zhao YW(赵忆文);  Han JD(韩建达)
View  |  Adobe PDF(1013Kb)  |  Favorite  |  View/Download:46/9  |  Submit date:2018/07/30
Pedicle screw  Augmented reality  Surgery training  Spine minimally invasive surgery  Real force feedback