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Tracking of Uncertain Robotic Manipulators Using Event-Triggered Model Predictive Control With Learning Terminal Cost 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 15
Authors:  Kang, Erlong;  Qiao, Hong;  Chen, Ziyu;  Gao, Jie
Adobe PDF(4203Kb)  |  Favorite  |  View/Download:49/6  |  Submit date:2022/06/06
Model predictive control  robotic manipulator  leaning terminal cost  neural networks  event-triggered mechanism  unknown dynamics  
Hierarchical Motion Learning for Goal-Oriented Movements With Speed-Accuracy Tradeoff of a Musculoskeletal System 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
Authors:  Zhou, Junjie;  Zhong, Shanlin;  Wu, Wei
Adobe PDF(5440Kb)  |  Favorite  |  View/Download:27/1  |  Submit date:2022/01/27
Brain-inspired decision making  Fitts' law  Motion generation  Musculoskeletal system  Speed-accuracy tradeoff (SAT)  
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:56/0  |  Submit date:2021/08/15
Lifelong reinforcement learning  Generalization policy  Task domain  
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:108/0  |  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:74/0  |  Submit date:2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph Neural Network  
受情绪调控机制启发的机器人运动决策方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄销
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脑启发式计算  情绪生成与调节  情绪调控决策  基于模型动态规划  无模型学习  强化学习  
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 2020, 页码: 1-14
Authors:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
View  |  Adobe PDF(5970Kb)  |  Favorite  |  View/Download:108/40  |  Submit date:2020/06/09
Brain-inspired Computing  Emotion-motivated Learning  Emotion-memory Interactions  Decision-making  Reinforcement Learning  
Connecting Model-Based and Model-Free Control With Emotion Modulation in Learning Systems 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 10, 期号: 4, 页码: 1-15
Authors:  Huang, Xiao;  Wu, Wei;  Qiao, Hong
View  |  Adobe PDF(1614Kb)  |  Favorite  |  View/Download:92/33  |  Submit date:2020/06/09
Brain-inspired computing  decision-making  emotion modulation  emotion-cognition interactions  reinforcement learning