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A procedural procedural level generator generator.

Authors :
Kerssemakers, Manuel
Tuxen, Jeppe
Togelius, Julian
Yannakakis, Georgios N.
Source :
2012 IEEE Conference on Computational Intelligence & Games (CIG); 1/ 1/2012, p335-341, 7p
Publication Year :
2012

Abstract

Procedural content generation (PCG) is concerned with automatically generating game content, such as levels, rules, textures and items. But could the content generator itself be seen as content, and thus generated automatically? This would be very useful if one wanted to avoid writing a content generator for a new game, or if one wanted to create a content generator that generates an arbitrary amount of content with a particular style or theme. In this paper, we present a procedural procedural level generator generator for Super Mario Bros. It is an interactive evolutionary algorithm that evolves agent-based level generators. The human user makes the aesthetic judgment on what generators to prefer, based on several views of the generated levels including a possibility to play them, and a simulation-based estimate of the playability of the levels. We investigate the characteristics of the generated levels, and to what extent there is similarity or dissimilarity between levels and between generators. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISBNs :
9781467311939
Database :
Complementary Index
Journal :
2012 IEEE Conference on Computational Intelligence & Games (CIG)
Publication Type :
Conference
Accession number :
86547173
Full Text :
https://doi.org/10.1109/CIG.2012.6374174