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A behavior-based mobile robot architecture for Learning from Demonstration.

Authors :
Kasper, Michael
Fricke, Gernot
Steuernagel, Katja
von Puttkamer, Ewald
Source :
Robotics & Autonomous Systems. 02/28/2001, Vol. 34 Issue 2/3, p153. 12p. 3 Black and White Photographs, 9 Diagrams, 2 Graphs.
Publication Year :
2001

Abstract

Proposes a modular, behavior-based control architecture for autonomous mobile robots, which is suited for 'Learning from Demonstration' experiments in the spatial domain. Online learning of sensory-motor behaviors; Discussion of results using radial basis function-approximation, growing neutral cell structures and probabilistic models for progress estimation.

Details

Language :
English
ISSN :
09218890
Volume :
34
Issue :
2/3
Database :
Academic Search Index
Journal :
Robotics & Autonomous Systems
Publication Type :
Academic Journal
Accession number :
4548865
Full Text :
https://doi.org/10.1016/S0921-8890(00)00119-6