Automatic Generation of 2-AntWars Players with Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@InProceedings{conf/eurocast/InfuhrR11,

• author = "Johannes Infuehr and Guenther R. Raidl",
• title = "Automatic Generation of 2-AntWars Players with Genetic Programming",
• booktitle = "13th International Conference on Computer Aided Systems Theory, EUROCAST 2011",
• year = "2011",
• editor = "Roberto Moreno-Diaz and Franz Pichler and Alexis Quesada-Arencibia",
• volume = "6927",
• series = "Lecture Notes in Computer Science",
• pages = "248--255",
• address = "Las Palmas de Gran Canaria, Spain",
• month = feb # " 6-11",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, automatic strategy creation, strongly typed genetic programming, game rule evaluation",
• isbn13 = "978-3-642-27548-7",
• DOI = "doi:10.1007/978-3-642-27549-4_32",
• size = "8 pages",
• abstract = "In this work, we show how Genetic Programming can be used to create game playing strategies for 2-AntWars, a deterministic turn-based two player game with local information. We evaluate the created strategies against fixed, human created strategies as well as in a coevolutionary setting, where both players evolve simultaneously. We show that genetic programming is able to create competent players which can beat the static playing strategies, sometimes even in a creative way. Both mutation and crossover are shown to be essential for creating superior game playing strategies.",
• notes = "published 2012",

}

Genetic Programming entries for Johannes Infuehr Gunther R Raidl

Citations