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

  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},
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


Publications citing this paper.
Showing 1-3 of 3 extracted citations

Applications of Artificial Neural Networks in Games ; An Overview

Joonatan Mänttäri, Jonas Larsson Mälardalen
View 3 Excerpts
Highly Influenced

Dynamic difficulty adjustment by fuzzy rules using in a neural network controlled game

2013 Ninth International Conference on Natural Computation (ICNC) • 2013
View 1 Excerpt


Publications referenced by this paper.
Showing 1-10 of 24 references

Creating Adaptive Game AI in a Real Time Continuous Environment using Neural Networks

J. Fürnkranz, A. Pfeifer
View 1 Excerpt

Evolutionary neural networks for Non-Player Characters in Quake III

2009 IEEE Symposium on Computational Intelligence and Games • 2009
View 1 Excerpt

Tavaresa. A new solution for automatic microstructures analysis from images based on a backpropagation artificial neural network

V.H.C. de Albuquerquea, P. C. Cortezb, A. R. de Alexandriac, J. Manuel, RS
Nondestructive Testing and Evaluation, • 2008
View 1 Excerpt

Computational Intelligence in Racing Games

Advanced Intelligent Paradigms in Computer Games • 2007
View 1 Excerpt

A theory of fun for game design

R. Koster, W. Wright
Paraglyph press Indianapolis, • 2005
View 1 Excerpt

Similar Papers

Loading similar papers…