Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{silva:1999:ecaaGPn,
-
author = "Arlindo Silva and Ana Neves and Ernesto Costa",
-
title = "Evolving Controllers for Autonomous Agents Using
Genetically Programmed Networks",
-
booktitle = "Genetic Programming, Proceedings of EuroGP'99",
-
year = "1999",
-
editor = "Riccardo Poli and Peter Nordin and
William B. Langdon and Terence C. Fogarty",
-
volume = "1598",
-
series = "LNCS",
-
pages = "255--269",
-
address = "Goteborg, Sweden",
-
publisher_address = "Berlin",
-
month = "26-27 " # may,
-
organisation = "EvoNet",
-
publisher = "Springer-Verlag",
-
keywords = "genetic algorithms, genetic programming: Poster",
-
ISBN = "3-540-65899-8",
-
URL = "http://eden.dei.uc.pt/~ernesto/EvoCo/papers/papers/1999/eurgp992.pdf",
-
URL = "http://citeseer.ist.psu.edu/442333.html",
-
DOI = "doi:10.1007/3-540-48885-5_22",
-
abstract = "This article presents a new approach to the evolution
of controllers for autonomous agents. We propose the
evolution of a connectionist structure where each node
has an associated program, evolved using genetic
programming. We call this structure a Genetically
Programmed Network and use it to successfully evolve
control systems with very different architectures, by
making small restrictions to the evolutionary process.
Experimental results of applying this method to evolve
neural networks, distributed programs and rule-based
systems all capable of solving a common benchmark
problem, the Ant Problem, are presented. Comparisons
with other known genetic programming based approaches,
show that our method requires less effort to find a
solution.",
-
notes = "EuroGP'99, part of \cite{poli:1999:GP}
Santa Fe ant",
- }
Genetic Programming entries for
Arlindo Ferreira da Silva
Ana Paula Neves F Silva
Ernesto Costa
Citations