Single- versus Multiobjective Optimization for Evolution of Neural Controllers in Ms. Pac-Man

The objective of this study is to focus on the automatic generation of game artificial intelligence (AI) controllers for Ms. Pac-Man agent by using artificial neural network (ANN) and multiobjective artificial evolution. The Pareto Archived Evolution Strategy (PAES) is used to generate a Pareto opti...

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Bibliographic Details
Main Authors: Tse Guan Tan, Jason Teo, Kim On Chin
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:International Journal of Computer Games Technology
Online Access:http://dx.doi.org/10.1155/2013/170914