DocumentCode
447584
Title
Staged development of robot motor coordination
Author
Lee, M.H. ; Meng, Q.
Author_Institution
Dept. of Comput. Sci., Wales Univ., UK
Volume
3
fYear
2005
fDate
10-12 Oct. 2005
Firstpage
2917
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN
0-7803-9298-1
Type
conf
DOI
10.1109/ICSMC.2005.1571593
Filename
1571593
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