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UFLIBRARY:: A SIMULATION LIBRARY IMPLEMENTING THE UTILITY FUNCTION METHOD FOR BEHAVIORAL ORGANIZATION IN AUTONOMOUS ROBOTS.
- 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]
- Subjects :
- *ROBOTICS
*UTILITY functions
*AUTONOMOUS robots
*EVOLUTIONARY robotics
*AUTOMATION
Subjects
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