Title :
Behavior coordination of brachiation robot based on behavior phase shift
Author :
Hasegawa, Yasuhisa ; Tanahashi, Hiroaki ; Fukuda, Toshio
Author_Institution :
Dept. of Micro Syst. Eng., Nagoya Univ., Japan
Abstract :
We propose a method to acquire a hierarchical behavior controller which is achieved by shifting phase between local behaviors. Complex behavior is hardly obtained using any unsupervised leaning methods, because of enormous search space. In order to reduce the search space, a hierarchical behavior structure is effective. We have previously proposed a hierarchical behavior controller, which consists of two kinds of modules: behavior coordinator and behavior controller. It is applied to the control problem of a seven-link brachiation robot, which moves dynamically from branch to branch like gibbon swinging its body. Numerical simulations demonstrate that the obtained controller can successfully achieve continuous locomotion
Keywords :
feedback; hierarchical systems; learning (artificial intelligence); mobile robots; motion control; behavior coordination; behavior coordinator; behavior phase shift; complex behavior; hierarchical behavior controller; local behaviors; seven-link brachiation robot; Algorithm design and analysis; Intelligent robots; Learning; Numerical simulation; Orbital robotics; Robot control; Robot kinematics; Space technology; State-space methods; Systems engineering and theory;
Conference_Titel :
Intelligent Robots and Systems, 2001. Proceedings. 2001 IEEE/RSJ International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-6612-3
DOI :
10.1109/IROS.2001.973410