DocumentCode
2719489
Title
Evolutionary acquisition of complex behaviors through intelligent composite motion control
Author
Suzuki, Masakazu
Author_Institution
Precision Eng. Dept., Tokai Univ., Hiratsuka, Japan
fYear
2005
fDate
27-30 June 2005
Firstpage
231
Lastpage
236
Abstract
In this paper the intelligent composite motion control, ICMC, is introduced as a method for evolutionary acquisition of complex behaviors. The paper describes how adaptive robot behavior acquisition is achieved by the presented method in evolutionary manner. The methodology does not simply aim at ad hoc execution of given tasks but acquisition of complex behaviors that can be effectively utilized to more complex behaviors. The ICMC is then applied to the cooperative behavior realization problem in robot soccer to demonstrate the acquisition process.
Keywords
adaptive control; behavioural sciences; cooperative systems; evolutionary computation; intelligent robots; knowledge acquisition; motion control; neurocontrollers; sport; adaptive robot behavior acquisition; complex behaviors; cooperative behavior realization problem; evolutionary acquisition; intelligent composite motion control; large scale optimization; robot soccer; Humans; Intelligent control; Intelligent networks; Intelligent robots; Intelligent structures; Large-scale systems; Leg; Legged locomotion; Motion control; Robot kinematics; behavior acquisition; behavior evolution; behavior network; large scale optimization; robot behavior;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN
0-7803-9355-4
Type
conf
DOI
10.1109/CIRA.2005.1554282
Filename
1554282
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