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Zero-shot policy generation in lifelong reinforcement learning q 期刊论文
NEUROCOMPUTING, 2021, 卷号: 446, 页码: 65-73
Authors:  Qian, Yi-Ming;  Xiong, Fang-Zhou;  Liu, Zhi-Yong
Favorite  |  View/Download:9/0  |  Submit date:2021/08/15
Lifelong reinforcement learning  Generalization policy  Task domain  
Supervised learning for parameterized Koopmans-Beckmann's graph matching 期刊论文
PATTERN RECOGNITION LETTERS, 2021, 卷号: 143, 页码: 8-13
Authors:  Zeng, Shaofeng;  Liu, Zhiyong;  Yang, Xu
Favorite  |  View/Download:19/0  |  Submit date:2021/03/29
Graph matching  Koopmans-Beckmann  Supervised learning  Structured SVM  
State Primitive Learning to Overcome Catastrophic Forgetting in Robotics 期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 9
Authors:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong
Favorite  |  View/Download:21/0  |  Submit date:2021/01/06
Catastrophic forgetting  State primitives  Robotics  Continual learning  
A radiomics model for preoperative prediction of brain invasion in meningioma non-invasively based on MRI: A multicentre study 期刊论文
EBIOMEDICINE, 2020, 卷号: 58, 页码: 11
Authors:  Zhang, Jing;  Yao, Kuan;  Liu, Panpan;  Liu, Zhenyu;  Han, Tao;  Zhao, Zhiyong;  Cao, Yuntai;  Zhang, Guojin;  Zhang, Junting;  Tian, Jie;  Zhou, Junlin
Favorite  |  View/Download:30/0  |  Submit date:2020/12/04
Meningioma  Brain invasion  Radiomics  Magnetic resonance images  
A Continuation Method for Graph Matching Based Feature Correspondence 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 8, 页码: 1809-1822
Authors:  Yang, Xu;  Liu, Zhi-Yong;  Qiao, Hong
Favorite  |  View/Download:48/0  |  Submit date:2020/08/03
Feature correspondence  graph matching  continuous method  continuation method  combinatorial optimization  
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
Authors:  Zhang, Fengyi;  Liu, Zhiyong;  Xiong, Fangzhou;  Su, Jianhua;  Qiao, Hong
Favorite  |  View/Download:62/0  |  Submit date:2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph Neural Network  
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
Authors:  Zhang, Fengyi;  Liu, Zhiyong;  Xiong, Fangzhou;  Su, Jianhua;  Qiao, Hong
Favorite  |  View/Download:43/0  |  Submit date:2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph 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
Authors:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong;  Amir Hussain
View  |  Adobe PDF(646Kb)  |  Favorite  |  View/Download:66/2  |  Submit date:2020/06/09
Sequential multi-tasks learning, Continual learning, Catastrophic forgetting, Robotics  
Graph-Based Registration and Blending for Undersea Image Stitching 期刊论文
ROBOTICA, 2020, 卷号: 38, 期号: 3, 页码: 396-409
Authors:  Yang, Xu;  Liu, Zhi-Yong;  Qiao, Hong;  Su, Jian-Hua;  Ji, Da-Xiong;  Zang, Ai-Yun;  Huang, Hai
Favorite  |  View/Download:51/0  |  Submit date:2020/03/30
Undersea image stitching  Feature correspondence  Graph matching  Energy minimization  Nonsubmodular function  
Integrated thermal assembly using hierarchical kernel regression method 期刊论文
ADVANCED ROBOTICS, 2019, 页码: 15
Authors:  Su, Jianhua;  Chen, Bin;  Liu, Chuankai;  Yang, Xu;  Liu, Zhiyong;  Qiao, Hong
Favorite  |  View/Download:68/0  |  Submit date:2019/12/16
Hierarchical kernel regression  integration thermal assembly model  interference-fit