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作者:

Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Ren, Hong-Ge (Ren, Hong-Ge.) | Wang, Qi-Yuan (Wang, Qi-Yuan.)

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摘要:

Aiming at the movement balance problem of the twowheeled robot, the operant conditioning theory of artificial cerebellar sensorimotor systems is used, and the theory adopts a learning mechanisms of Skinner's operation conditioned based on the learning algorithm of recurrent neural network, through learning and training, the two-wheeled robot can obtain the skills of movement balance control like a robot or animal in the process of gradually forming, developing and improving by selforganization. The simulation results show that the Skinner's operation conditioning has such a virtue of stronger self-learning ability and higher robustness. © 2009 IEEE.

关键词:

Educational robots Intelligent systems Learning algorithms Recurrent neural networks Robots

作者机构:

  • [ 1 ] [Ruan, Xiao-Gang]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 2 ] [Ren, Hong-Ge]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China
  • [ 3 ] [Wang, Qi-Yuan]School of Electronic and Control Engineering, Beijing University of Technology, Beijing, China

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年份: 2009

语种: 英文

被引次数:

WoS核心集被引频次: 0

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