Automatic Generation of Control Programs for Walking Robots Using Genetic Programming

Authors:
Jens Busch;Jens Ziegler;Christian Aue;Andree Ross;Daniel Sawitzki;Wolfgang Banzhaf
Affiliations:
-;-;-;-;-;-
Venue:
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Year:
2002

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Abstract

We present the system SIGEL that combines the simulation and visualization of robots with a Genetic Programming system for the automated evolution of walking. It is designed to automatically generate control programs for arbitrary robots without depending on detailed analytical information of the robots' kinematic structure. Different fitness functions as well as a variety of parameters allow the easy and interactive configuration and adaptation of the evolution process and the simulations.