Back to Search Start Over

UFLIBRARY:: A SIMULATION LIBRARY IMPLEMENTING THE UTILITY FUNCTION METHOD FOR BEHAVIORAL ORGANIZATION IN AUTONOMOUS ROBOTS.

Authors :
PETTERSSON, JIMMY
WAHDE, MATTIAS
Source :
International Journal on Artificial Intelligence Tools. Jan2007, Vol. 16 Issue 3, p507-536. 30p. 20 Diagrams, 1 Chart, 2 Graphs.
Publication Year :
2007

Abstract

A simulation software package (UFLibrary) implementing the utility function (UF) method for behavior selection in autonomous robots, is introduced and described by means of an example involving a simple exploration robot equipped with a repertoire of five different behaviors. The UFLibrary (as indeed the UF method itself) is aimed at providing a rapid yet reliable and generally applicable procedure for generating behavior selection systems for autonomous robots, while at the same time minimizing the amount of hand-coding related to the activation of behaviors. It is demonstrated how the UFLibrary allows a user to rapidly implement individual behaviors and to set up and carry out simulations of a robot in its arena, in order to generate and optimize, by means of an evolutionary algorithm, the behavior selection system of the robot. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02182130
Volume :
16
Issue :
3
Database :
Academic Search Index
Journal :
International Journal on Artificial Intelligence Tools
Publication Type :
Academic Journal
Accession number :
25383930
Full Text :
https://doi.org/10.1142/S0218213007003382