Evolution strategy for optimizing parameters in Ms Pac-Man controller ICE Pambush 3

@article{Thawonmas2010EvolutionSF,
  title={Evolution strategy for optimizing parameters in Ms Pac-Man controller ICE Pambush 3},
  author={Ruck Thawonmas and Takashi Ashida},
  journal={Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games},
  year={2010},
  pages={235-240}
}
This paper describes an application of Evolutionary Strategy to optimizing ten distance parameters and seven cost parameters in our Ms Pac-Man controller, ICE Pambush 3, which was the winner of the IEEE CIG 2009 competition. Targeting at the first game level, we report our results from 14 possible optimization schemes; arising from combinations of which initial values to chose, those originally used in ICE Pambush 3 or those randomly assigned, and which parameter types to optimize first, the… CONTINUE READING
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Pacman Controller using Grammatical Evolution

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Automatic Controller of Ms. Pac- Man and Its Performance: Winner of the IEEE CEC 2009 Software Agent Ms. Pac-Man Competition

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1 Excerpt

ICE Pambush 3

  • H. Matsumoto, T. Ashida, Y. Ozasa, T. Maruyama, R. Thawonmas
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  • 2009
1 Excerpt

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