Sentient World: Human-Based Procedural Cartography - An Experiment in Interactive Sketching and Iterative Refining: Unterschied zwischen den Versionen
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Aktuelle Version vom 4. November 2014, 11:40 Uhr
Inhaltsverzeichnis
Reference
Antonios Liapis, Georgios N. Yannakakis, Julian Togelius: Sentient World: Human-Based Procedural Cartography - An Experiment in Interactive Sketching and Iterative Refining. In: EvoMUSART 2013, S. 180-191.
DOI
http://link.springer.com/10.1007/978-3-642-36955-1_16
Abstract
This paper presents a first step towards a computer-aided design tool for the creation of game maps. The tool, named Sentient World, allows the designer to draw a rough terrain sketch, adding extra levels of detail through stochastic and gradient search. Novelty search generates a number of dissimilar artificial neural networks that are trained to approximate a designer’s sketch and provide maps of higher resolution back to the designer. As the procedurally generated maps are presented to the designer (to accept, reject, or edit) the terrain sketches are iteratively refined into complete high resolution maps which may diverge from initial designer concepts. Results obtained on a number of test maps show that novelty search is beneficial for introducing divergent content to the designer without reducing the speed of iterative map refinement.
Extended Abstract
Bibtex
Used References
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Links
Full Text
http://yannakakis.net/wp-content/uploads/2013/08/SentientWorld.pdf
