Title :
Evolutionary acquisition of complex behaviors through intelligent composite motion control
Author :
Suzuki, Masakazu
Author_Institution :
Precision Eng. Dept., Tokai Univ., Hiratsuka, Japan
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;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554282