How to design good Tetris players
Identifieur interne : 001782 ( Main/Merge ); précédent : 001781; suivant : 001783How to design good Tetris players
Auteurs : Amine Boumaza [France]Source :
Abstract
In this paper, we propose to use evolution- nary algorithms more specifically the covariance matrix adaptation evolution strategy to design artificial players for the game of Tetris. The learned strategies are among the best performing players at this time scoring several millions of lines. We also describe different mechanisms to reduce the evolution time which can be an important issue for this learning problem.
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<front><div type="abstract" xml:lang="en">In this paper, we propose to use evolution- nary algorithms more specifically the covariance matrix adaptation evolution strategy to design artificial players for the game of Tetris. The learned strategies are among the best performing players at this time scoring several millions of lines. We also describe different mechanisms to reduce the evolution time which can be an important issue for this learning problem.</div>
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