Evolving Adaptive Play for the Game of Spoof Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{conf/cig/WittkampB06,

• author = "Mark Wittkamp and Luigi Barone",
• title = "Evolving Adaptive Play for the Game of Spoof Using Genetic Programming",
• booktitle = "Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06)",
• publisher = "IEEE",
• year = "2006",
• editor = "Sushil J. Louis and Graham Kendall",
• pages = "164--172",
• address = "University of Nevada, Reno, campus in Reno/Lake Tahoe, USA",
• month = "22-24 " # may,
• bibdate = "2007-02-26",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/conf/cig/cig2006.html#WittkampB06",
• keywords = "genetic algorithms, genetic programming, Imperfect Information, Games, Spoof, Opponent Modelling",
• ISBN = "1-4244-0464-9",
• URL = "https://www.cse.unr.edu/~sushil/cig06/proceedings/cigv5.pdf",
• DOI = "doi:10.1109/CIG.2006.311696",
• size = "9 pages",
• abstract = "Many games require opponent modelling for optimal performance. The implicit learning and adaptive nature of evolutionary computation techniques offer a natural way to develop and explore models of an opponent's strategy without significant overhead. In this paper, we propose the use of genetic programming to play the game of Spoof, a simple guessing game of imperfect information. We discuss the technical details needed to equip a computer to play the game and report on experiments using this approach that demonstrate emergent adaptive behaviour. We further show that specialisation via adaptation is crucial to maximise winnings and that no general strategy will suffice against all opponents.",

}

Genetic Programming entries for Mark Wittkamp Luigi Barone

Citations