A Multi-level Level Generator

被引:0
|
作者
Dahlskog, Steve [1 ]
Togelius, Julian [2 ]
机构
[1] Malmo Univ, S-20506 Malmo, Sweden
[2] IT Univ Copenhagen, DK-2300 Copenhagen, Denmark
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Generating content at multiple levels of abstraction simultaneously is an open challenge in procedural content generation. Representing and automatically replicating the style of a human designer is another. This paper addresses both of these challenges through extending a previously devised methodology for pattern-based level generation. This method builds on an analysis of Super Mario Bros levels into three abstraction levels: micro-, meso-and macro-patterns. Micro-patterns are then used as building blocks in a search-based peG approach that searches for macro-patterns, which are defined as combinations of meso-patterns. Results show that we can successfully generate levels that replicate the macro-patterns of selected input levels, and we argue that this constitutes an approach to automatically analysing and replicating style in level design.
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页数:8
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