- author = "Dennis G. Wilson and Sylvain Cussat-Blanc and Herve Luga and Julian F Miller",
- title = "Evolving simple programs for playing {Atari} games",
- booktitle = "GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference",
- year = "2018",
- editor = "Hernan Aguirre and Keiki Takadama and Hisashi Handa and Arnaud Liefooghe and Tomohiro Yoshikawa and Andrew M. Sutton and Satoshi Ono and Francisco Chicano and Shinichi Shirakawa and Zdenek Vasicek and Roderich Gross and Andries Engelbrecht and Emma Hart and Sebastian Risi and Ekart Aniko and Julian Togelius and Sebastien Verel and Christian Blum and Will Browne and Yusuke Nojima and Tea Tusar and Qingfu Zhang and Nikolaus Hansen and Jose Antonio Lozano and Dirk Thierens and Tian-Li Yu and Juergen Branke and Yaochu Jin and Sara Silva and Hitoshi Iba and Anna I Esparcia-Alcazar and Thomas Bartz-Beielstein and Federica Sarro and Giuliano Antoniol and Anne Auger and Per Kristian Lehre",
- pages = "229--236",
- address = "Kyoto, Japan",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- month = "15-19 " # jul,
- organisation = "SIGEVO",
- keywords = "genetic algorithms, genetic programming, Cartesian Genetic Programming, Image analysis, Artificial intelligence",
- isbn13 = "978-1-4503-5618-3",
-
URL = "
https://arxiv.org/pdf/1806.05695",
-
DOI = "
doi:10.1145/3205455.3205578",
- size = "8 pages",
- abstract = "Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision. A similar approach can be applied to Atari playing. Programs are evolved using mixed type CGP with a function set suited for matrix operations, including image processing, but allowing for controller behaviour to emerge. While the programs are relatively small, many controllers are competitive with state of the art methods for the Atari benchmark set and require less training time. By evaluating the programs of the best evolved individuals, simple but effective strategies can be found.",
-
notes = "Also known as \cite{3205578}
Also known as \cite{2018arXiv180605695W} (July 2018 this entry Wilson:2018:GECCO replaces 2018arXiv180605695W) ie see also arXiv:1806.05695 arXiv:1806.05695 cited by \cite{2018:MITtechreview}
1st author Dennis George Wilson
GECCO-2018 A Recombination of the 27th International Conference on Genetic Algorithms (ICGA-2018) and the 23rd Annual Genetic Programming Conference (GP-2018)",
