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作者:

Gao, Yuan-Yuan (Gao, Yuan-Yuan.) | Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Song, Hong-Jun (Song, Hong-Jun.)

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EI PKU CSCD

摘要:

A biomimetic learning model is proposed based on the operant conditioning learning automatic(OCLA) within the structure of learning automatic theory for the balance control of a two-wheeled robot. A cognitive learning unit and a tropism unit are introduced in this model, and they are used to evaluate the operant behavior learning and to direct the evolution of the system respectively. Finally, the simulation experiments on the two-wheeled robot show the feasibility and effectiveness of the proposed algorithm, and the robot learns the ability of balance control and has high self-adaptive ability.

关键词:

Biomimetics Learning systems Robots

作者机构:

  • [ 1 ] [Gao, Yuan-Yuan]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Ruan, Xiao-Gang]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Song, Hong-Jun]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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来源 :

Control and Decision

ISSN: 1001-0920

年份: 2013

期: 6

卷: 28

页码: 930-934,939

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WoS核心集被引频次: 0

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