Presentation 1996/5/24
Genetic evolution of autonomous behavior in a miniature mobile robot
Ryoichi Odagiri, Taku Naito, Yutaka Matsunaga, Manabu Tanifuji, Kazuyuki Murase,
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Abstract(in English) We propose a method to evolve the subsumption architecture to control autonomous robots. Each layers of the subsumption architecture is subdivided into sublayers. Functional modules Consisting each sublayer are determined by evolution in environment. This algorithm was implemented in a real miniature mobile robot, Khepera, and several experiments were performed. Khepera successfully learned to navigate and avoid obstacles in test fields.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) genetic evolution / autonomous behavior / miniature mobile robot
Paper # NC96-9
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Conference Information
Committee NC
Conference Date 1996/5/24(1days)
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Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Genetic evolution of autonomous behavior in a miniature mobile robot
Sub Title (in English)
Keyword(1) genetic evolution
Keyword(2) autonomous behavior
Keyword(3) miniature mobile robot
1st Author's Name Ryoichi Odagiri
1st Author's Affiliation Department of Information Science, Fuculty of Engineering, Fukui University()
2nd Author's Name Taku Naito
2nd Author's Affiliation Department of Information Science, Fuculty of Engineering, Fukui University
3rd Author's Name Yutaka Matsunaga
3rd Author's Affiliation Department of Information Science, Fuculty of Engineering, Fukui University:Aichi Univ. Edu
4th Author's Name Manabu Tanifuji
4th Author's Affiliation Department of Information Science, Fuculty of Engineering, Fukui University:RIKEN
5th Author's Name Kazuyuki Murase
5th Author's Affiliation Department of Information Science, Fuculty of Engineering, Fukui University
Date 1996/5/24
Paper # NC96-9
Volume (vol) vol.96
Number (no) 76
Page pp.pp.-
#Pages 6
Date of Issue