Decision Tree-Based Algorithms for Implementing Bot AI in UT2004

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{Fernandez-Leiva:2011:IWINAC,

• author = "Antonio Jose {Fernandez Leiva} and Jorge L. {O'Valle Barragan}",
• title = "Decision Tree-Based Algorithms for Implementing Bot AI in UT2004",
• booktitle = "Proceedings of the 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, Part I",
• year = "2011",
• editor = "Jose Manuel Ferrandez and Jose Ramon {Alvarez Sanchez} and Felix {de la Paz} and F. Javier Toledo",
• series = "Lecture Notes in Computer Science",
• pages = "383--392",
• volume = "6686",
• address = "La Palma, Canary Islands, Spain",
• month = may # " 30-" # jun # " 3",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-642-21343-4",
• DOI = "doi:10.1007/978-3-642-21344-1_40",
• abstract = "This paper describes two different decision tree-based approaches to obtain strategies that control the behaviour of bots in the context of the Unreal Tournament 2004. The first approach follows the traditional process existing in commercial video games to program the game artificial intelligence (AI), that is to say, it consists of coding the strategy manually according to the AI programmer's experience with the aim of increasing player satisfaction. The second approach is based on evolutionary programming techniques and has the objective of automatically generating the game AI. An experimental analysis is conducted in order to evaluate the quality of our proposals. This analysis is executed on the basis of two fitness functions that were defined intuitively to provide entertainment to the player. Finally a comparison between the two approaches is done following the subjective evaluation principles imposed by the 2k bot prize competition.",
• affiliation = "Dept. Lenguajes y Ciencias de la Computacion, ETSI Informatica, Campus de Teatinos, Universidad de Malaga, 29071 Malaga, Spain",

}

Genetic Programming entries for Antonio Jose Fernandez Leiva Jorge Luis O'Valle Barragan

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