Presentation 2007-03-15
A hierarchical learning model to obtain a periodic movement
Yuko MIYAZAKI, Hideaki MAEDA, Tomoko HIOKI, Jun NISHII,
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Abstract(in English) How do the CPG and higher centers cooperatively learn and control musculo-skeletal system in order to realize a desired locomotor pattern? In this study, we propose a hierarchical learning model, which learns the timing and the amplitude of motor command by the CPG and a higher center. By applying this model to the learning control of one-dimensional hopping robot, desired hopping was successfully acquired.
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Keyword(in English) CPG / learning / motor control
Paper # NC2006-163
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Committee NC
Conference Date 2007/3/8(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A hierarchical learning model to obtain a periodic movement
Sub Title (in English)
Keyword(1) CPG
Keyword(2) learning
Keyword(3) motor control
1st Author's Name Yuko MIYAZAKI
1st Author's Affiliation Faculty of Science, Yamaguchi University()
2nd Author's Name Hideaki MAEDA
2nd Author's Affiliation Yamaguchi Graduate School of Science and Engineering
3rd Author's Name Tomoko HIOKI
3rd Author's Affiliation Yamaguchi Graduate School of Science and Engineering:Yamaguchi Junior College
4th Author's Name Jun NISHII
4th Author's Affiliation Yamaguchi Graduate School of Science and Engineering
Date 2007-03-15
Paper # NC2006-163
Volume (vol) vol.106
Number (no) 589
Page pp.pp.-
#Pages 6
Date of Issue