2010 TowardsAutomaticPersonalizedCon

• (Shaker et al., 2010) ⇒ Noor Shaker, Georgios Yannakakis, and Julian Togelius. (2010). “Towards Automatic Personalized Content Generation for Platform Games.” In: Proceedings of the Sixth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

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Cited By

• http://scholar.google.com/scholar?q=%222010%22+Towards+Automatic+Personalized+Content+Generation+for+Platform+Games
• http://dl.acm.org/citation.cfm?id=3014666.3014679&preflayout=flat#citedby

Quotes

Abstract

In this paper, we show that personalized levels can be automatically generated for platform games. We build on previous work, where models were derived that predicted player experience based on features of level design and on playing styles. These models are constructed using preference learning, based on questionnaires administered to players after playing different levels. The contributions of the current paper are (1) more accurate models based on a much larger data set; (2) a mechanism for adapting level design parameters to given players and playing style; (3) evaluation of this adaptation mechanism using both algorithmic and human players. The results indicate that the adaptation mechanism effectively optimizes level design parameters for particular players.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 TowardsAutomaticPersonalizedCon	Noor Shaker Georgios Yannakakis Julian Togelius			Towards Automatic Personalized Content Generation for Platform Games						2010