Title :
Perceptual system and action system of a mobile robot with structured intelligence
Author :
Kubota, Naoyuki ; Masuta, Hiroyuki ; Kojima, Fumio ; Fukuda, Toshio
Author_Institution :
Dept. of Human & Artificial Intelligent Syst., Fukui Univ., Japan
fDate :
6/24/1905 12:00:00 AM
Abstract :
Proposes a controlling method of a mobile robot with structured intelligence. Modular neural networks are applied for action control based on a perceiving-acting cycle of ecological psychology. In the proposed method, the perceptual system and action system restrict each other. Next, we conduct several experiments using a mobile robot we developed. The experimental results show the robot can learn actions based on the perceiving-acting cycle. Finally, we discuss the unit of the action using modular neural networks for robotic systems
Keywords :
backpropagation; fuzzy control; mobile robots; neural nets; path planning; action control; action system; ecological psychology; mobile robot; modular neural networks; perceiving-acting cycle; perceptual system; structured intelligence; Artificial intelligence; Computer architecture; Humans; Intelligent robots; Intelligent structures; Intelligent systems; Mobile robots; Neural networks; Robot kinematics; Robot sensing systems;
Conference_Titel :
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7280-8
DOI :
10.1109/FUZZ.2002.1006739