A Study on Genetic Algorithm and Neural Network for Implementing Mini-Games

@article{Charoenkwan2010ASO,
  title={A Study on Genetic Algorithm and Neural Network for Implementing Mini-Games},
  author={Phasit Charoenkwan and Shih-Wei Fang and Sai-Keung Wong},
  journal={2010 International Conference on Technologies and Applications of Artificial Intelligence},
  year={2010},
  pages={158-165}
}
We study on artificial neural network-based controllers which are either trained or evolved by using the supervised or unsupervised learning approach. We employed backpropagation for the supervised method and the genetic algorithm for the unsupervised method. After training the controllers, we applied the controllers to our three newly designed mini-3D games. We performed a comprehensive study on the performance and weaknesses of the controllers. We emerged the controllers as fundamental tools… CONTINUE READING

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