DocumentCode :
2669139
Title :
A development environment for evolutionary robotics
Author :
Driscoll, J.A. ; Peters, R.A., II
Author_Institution :
Vanderbilt Univ., Nashville, TN, USA
Volume :
5
fYear :
2000
fDate :
2000
Firstpage :
3841
Abstract :
Evolutionary robotics is an exciting new area of research with the potential to provide ways to build robots that are beyond our current design abilities. Instead of building robots from the ground up, as with other approaches, robot controllers are evolved using algorithms inspired by biological evolution. The purpose of this work is to develop a tool for the evolution of mobile robot controllers. The controllers are evolved in a realistic simulation. The evolutionary algorithms are provided by the GALib library. Testing demonstrates that the system is capable of producing useful robot controllers. Users can configure the system so that a variety of controller types can be evolved. With a system such as this, users can conduct a range of experiments without having to create custom software
Keywords :
control system CAD; development systems; evolutionary computation; mobile robots; multi-robot systems; reconfigurable architectures; GALib library; development environment; evolutionary algorithms; evolutionary robotics; intelligent behavior; intelligent robotics; mobile robot; robot controllers; Biological control systems; Biological system modeling; Buildings; Control systems; Evolution (biology); Evolutionary computation; Mobile robots; Robot control; Software libraries; System testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
ISSN :
1062-922X
Print_ISBN :
0-7803-6583-6
Type :
conf
DOI :
10.1109/ICSMC.2000.886609
Filename :
886609
Link To Document :
بازگشت