Title :
Staged development of robot motor coordination
Author :
Lee, M.H. ; Meng, Q.
Author_Institution :
Dept. of Comput. Sci., Wales Univ., UK
Abstract :
We describe an approach to sensory-motor learning and coordination that draws from psychology rather than neuroscience. The growth of the motor coordination is controlled through sequential lifting of constraints, which is inspired by Jean Piaget´s developmental learning theory. Our objective is the implementation of a flexible learning framework for an embodied hand/eye system which exhibits a prolonged epigenetic developmental process. The results show how staged competence can be shaped by qualitative behavior changes produced by anatomical, computational and maturational constraints.
Keywords :
learning (artificial intelligence); robots; sensors; Jean Piaget developmental learning theory; embodied hand-eye system; prolonged epigenetic developmental process; robot motor coordination; sensory-motor learning; Arm; Cognitive robotics; Control systems; Humans; Manipulators; Neuroscience; Pediatrics; Psychology; Robot kinematics; Robot sensing systems; Cognitive modeling; developmental learning; epigenetic robotics;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571593