Playing Tic-Tac-Toe Using Genetic Neural Network with Double Transfer Functions

@article{Ling2011PlayingTU,
  title={Playing Tic-Tac-Toe Using Genetic Neural Network with Double Transfer Functions},
  author={Sai-Ho Ling and Hak Keung Lam},
  journal={JILSA},
  year={2011},
  volume={3},
  pages={37-44}
}
Computational intelligence is a powerful tool for game development. In this paper, an algorithm of playing the game Tic-Tac-Toe with computational intelligence is developed. This algorithm is learned by a Neural Network with Double Transfer functions (NNDTF), which is trained by genetic algorithm (GA). In the NNDTF, the neuron has two transfer functions and exhibits a node-to-node relationship in the hidden layer that enhances the learning ability of the network. A Tic-Tac-Toe game is used to… CONTINUE READING