CASIA OpenIR
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A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载:56/16  |  提交时间:2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Muscle-synergies-based neuromuscular control for motion learning and generalization of a musculoskeletal system 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 卷号: 51, 期号: 6, 页码: 3993 - 4006
作者:  Jiahao Chen;  Hong Qiao
Adobe PDF(2688Kb)  |  收藏  |  浏览/下载:248/67  |  提交时间:2021/06/01
Motion generalization  motion learning  muscle synergy  musculoskeletal system  neuromuscular control  
Improving Learning Efficiency of Recurrent Neural Network through Adjusting Weights of All Layers in a Biologically-inspired Framework 会议论文
, Anchorage, AK, USA, 2017-5-14
作者:  Huang, Xiao;  Wu, Wei;  Yin, Peijie;  Qiao, Hong
浏览  |  Adobe PDF(466Kb)  |  收藏  |  浏览/下载:259/66  |  提交时间:2020/06/09
Brain-inspired model  emotion  motion learning  recurrent neural network  
Brain-Inspired Motion Learning in Recurrent Neural Network With Emotion Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2018, 卷号: 10, 期号: 4, 页码: 1153 - 1164
作者:  Huang, Xiao;  Wu, Wei;  Qiao, Hong;  Ji, Yidao
Adobe PDF(2073Kb)  |  收藏  |  浏览/下载:241/76  |  提交时间:2020/06/09
Brain-inspired model  emotion  motion learning  recurrent neural network  
Encoding Primitives Generation Policy Learning for Robotic Arm to Overcome Catastrophic Forgetting in Sequential Multi-tasks Learning 期刊论文
Neural Networks, 2020, 期号: 2020.06.003, 页码: 12
作者:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong;  Amir Hussain
浏览  |  Adobe PDF(646Kb)  |  收藏  |  浏览/下载:359/14  |  提交时间:2020/06/09
Sequential multi-tasks learning, Continual learning, Catastrophic forgetting, Robotics  
Un-supervised and semi-supervised hand segmentation in egocentric images with noisy label learning 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 期号: 2019, 页码: 11-24
作者:  Li, Yinlin;  Jia, Lihao;  Wang, Zidong;  Qian, Yang;  Qiao, Hong
浏览  |  Adobe PDF(4423Kb)  |  收藏  |  浏览/下载:517/100  |  提交时间:2019/07/12
Hand segmentation  Un-supervised  Semi-supervised  Deep convolutional neural network  Noisy label  
Identification of the relationships between noncontact capacitive sensing 会议论文
, Honolulu, Hawaii, USA, July 17-21, 2018
作者:  Zheng, Enhao;  Wang, Qining;  Qiao, Hong
浏览  |  Adobe PDF(1193Kb)  |  收藏  |  浏览/下载:251/71  |  提交时间:2018/10/09
Improving learning efficiency of recurrent neural network through adjusting weights of all layers in a biologically-inspired framework 会议论文
, Anchorage, Alaska, 14-19 May 2017
作者:  Xiao Huang;  Wei Wu;  Peijie Yin;  Hong Qiao
浏览  |  Adobe PDF(463Kb)  |  收藏  |  浏览/下载:333/104  |  提交时间:2018/01/06
Manifold Warp Segmentation of Human Action 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1414-1426
作者:  Liu, Shenglan;  Feng, Lin;  Liu, Yang;  Qiao, Hong;  Wu, Jun;  Wang, Wei
浏览  |  Adobe PDF(3667Kb)  |  收藏  |  浏览/下载:427/141  |  提交时间:2018/01/06
Curvature  Dimensionality Reduction  Human Action Segmentation  Space Alignment  
Precise Robotic Assembly for Large-Scale Objects Based on Automatic Guidance and Alignment 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2016, 卷号: 65, 期号: 6, 页码: 1398 - 1411
作者:  Qin, Zhengke;  Wang, Peng;  Sun, Jia;  Lu, Jinyan;  Qiao, Hong
浏览  |  Adobe PDF(3581Kb)  |  收藏  |  浏览/下载:463/176  |  提交时间:2017/06/13
Assembly  Laser Distance Sensor (Lds)  Robotics  Vision-guidance