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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2013-01-01
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Series: | International Journal of Computer Games Technology |
Online Access: | http://dx.doi.org/10.1155/2013/170914 |