Thesis or Dissertation TD学習を用いたテトリス解法アルゴリズム

中山, 亮士

57pp.1 - 8 , 2016-03-24 , 法政大学大学院 理工学研究科
ISSN:2187-9923
Description
A method using a genetic algorithm (GA) and neural networks (NN) was proposed in a previous study that focused on an algorithm for obtaining a Tetris solution. While this approach has a very high performance with respect to game score in Tetris, it has the drawback of taking a considerable amount of time for learning. The aim of this study is to reduce the learning time by online learning, using a TD learning method and NN. Key Word : Tetris, GA, TD-Learning
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http://repo.lib.hosei.ac.jp/bitstream/10114/12630/1/14R4121%e4%b8%ad%e5%b1%b1%e4%ba%ae%e5%a3%ab.pdf

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