Title :
Acquisition of Dexterous Behaviours by Evolutionary Action Intelligence
Author :
Suzuki, Masakazu
Author_Institution :
Dept. of Aeronaut. & Astronaut., Tokai Univ., Kanagawa
Abstract :
In this paper a method for evolutionary acquisition of dexterous behaviors based on the Intelligent Composite Motion Control, ICMC, is presented. 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 dexterous behaviors that can be effectively utilized to more complex behaviours through action intelligence evolution. The method is then applied to the dexterous ball catch and throw behaviour to demonstrate the process
Keywords :
evolutionary computation; intelligent robots; motion control; adaptive robot behavior acquisition; dexterous ball catch and throw behaviour; dexterous behaviour acquisition; evolutionary action intelligence; intelligent composite motion control; Deductive databases; Educational institutions; Hierarchical systems; Humans; Intelligent control; Intelligent networks; Intelligent robots; Intelligent structures; Motion control; Optimal control; action intelligence network; evolutionary behaviour acquisition; robot behaviour;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.315528