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面向机械臂控制的强化学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡亚洲
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机器人控制  强化学习  值函数近似  优势函数  自由能原理  
Reinforcement Learning Tracking Control for Robotic Manipulator With Kernel-Based Dynamic Model 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3570-3578
Authors:  Hu YZ(胡亚洲);  Wang WX(王文学);  Liu H(刘皓);  Liu LQ(刘连庆)
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Manipulator dynamics  Heuristic algorithms  Task analysis  Kernel  Adaptation models  Kernel function  reinforcement learning (RL)  reward function  robotics tracking control  
Learning Control for Robotic Manipulator with Free Energy 会议论文
Proceedings of the 39th Chinese Control Conference, CCC 2020, Shenyang, China, July 27-29, 2020
Authors:  Hu YZ(胡亚洲);  Wang WX(王文学);  Yu P(于鹏);  Yao C(姚辰);  Liu LQ(刘连庆)
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Evolving Neural Network  Free Energy Principle  Robotic Tracking Control  Reinforcement Learning  
Robotic Tracking Control with Kernel Trick-based Reinforcement Learning 会议论文
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019, Macau, China, November 3-8, 2019
Authors:  Hu YZ(胡亚洲);  Wang WX(王文学);  Liu, Hao;  Liu LQ(刘连庆)
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A Reinforcement Learning Neural Network for Robotic Manipulator Control 期刊论文
NEURAL COMPUTATION, 2018, 卷号: 30, 期号: 7, 页码: 1983-2004
Authors:  Hu YZ(胡亚洲);  Si BL(斯白露)
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