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肌肉骨骼机器人神经启发式分层运动学习研究 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:  周俊杰
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肌肉骨骼机器人系统  神经启发式算法  分层运动学习  行为决策  
基于深度强化学习的扁平类物体预抓取操作的研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  吴家汐
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预抓取操作  深度强化学习  课程学习  
HGCNet: Deep Anthropomorphic Hand Grasping in Clutter 会议论文
, 线上+线下(美国费城), 2022-5
Authors:  Li YM(李一鸣)
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Visual affordance detection using an efficient attention convolutional neural network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 440, 期号: 2021, 页码: 36-44
Authors:  Gu, Qipeng;  Su, Jianhua;  Yuan, Lei
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Affordance detection  Attention mechanism  Up-sampling layer  
基于自适应深度卷积神经网络的抓取检测算法研究 学位论文
, 北京: 中国科学院自动化研究所, 2021
Authors:  顾启鹏
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抓取检测  深度学习  功能性检测  领域自适应  
面向杂乱环境抓取的机器人操作协同技术研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  卢宁
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机器人抓取,操作协同,深度学习,强化学习,面向目标的抓取  
Suction-based Grasp Point Estimation in Cluttered Environment for Robotic Manipulator Using Deep Learning-based Affordance Map 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 277-287
Authors:  Tri Wahyu Utomo, Adha Imam Cahyadi, Igi Ardiyanto
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Grasping point estimation  household objects  red, green, blue and depth (RGBD) channel image  semantic segmentation  cluttered environment  
Active Pushing for Better Grasping in Dense Clutter with Deep Reinforcement Learning 会议论文
, Shanghai, China, 6-8 Nov. 2020
Authors:  Lu, Ning;  Lu, Tao;  Cai, Yinghao;  Wang, shuo
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Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914
Authors:  Isaac Baffour Senkyire
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Abdominal organ, supervised segmentation  semi-supervised segmentation  evaluation metrics  image segmentation  machine learning  
Visual Reconstruction and Localization-Based Robust Robotic 6-DoF Grasping in the Wild 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 期号: 99, 页码: 72451-72464
Authors:  Liang, Ji;  Zhang, Jiguang;  Pan, Bingbing;  Xu, Shibiao;  Zhao, Guangheng;  Yu, Ge;  Zhang, Xiaopeng
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Grasping  Three-dimensional displays  Manipulators  Pose estimation  Solid modeling  Service robots  Feature extraction  Robotic grasping  manipulator  6-DoF pose estimation  point cloud reconstruction