Playing the Original Game Boy Tetris Using a Real Coded Genetic Algorithm

Tetris is a very popular game, having sold more than 450 millions units according to Forbes and it is also a very popular research subject in the field of Artificial Intelligence and Computational Intelligence. This work has two main goals. The first goal consists of providing a standardized testing...

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Published in:2017 Brazilian Conference on Intelligent Systems (BRACIS) pp. 282 - 287
Main Authors: da Silva, Renan Samuel, Stubs Parpinelli, Rafael
Format: Conference Proceeding
Language:English
Published: IEEE 01.10.2017
Subjects:
Artificial neural networks
Emulation
Games
Genetic Algorithm
Genetic algorithms
Sociology
Testing
Tetris
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Abstract Tetris is a very popular game, having sold more than 450 millions units according to Forbes and it is also a very popular research subject in the field of Artificial Intelligence and Computational Intelligence. This work has two main goals. The first goal consists of providing a standardized testing scenario based on an Emulator to run the Original Tetris Game. The second goal is to test several feature sets found in the literature in the proposed Real Coded Genetic Algorithm Based Agent. The results obtained showed the viability of having an agent playing the Original Tetris Game.
AbstractList Tetris is a very popular game, having sold more than 450 millions units according to Forbes and it is also a very popular research subject in the field of Artificial Intelligence and Computational Intelligence. This work has two main goals. The first goal consists of providing a standardized testing scenario based on an Emulator to run the Original Tetris Game. The second goal is to test several feature sets found in the literature in the proposed Real Coded Genetic Algorithm Based Agent. The results obtained showed the viability of having an agent playing the Original Tetris Game.
Author Stubs Parpinelli, Rafael
da Silva, Renan Samuel
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  givenname: Rafael
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  fullname: Stubs Parpinelli, Rafael
  email: rafael.parpinelli@udesc.br
  organization: Graduate Program in Applied Computing, State University of Santa Catarina, Joinville, Brazil
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Snippet Tetris is a very popular game, having sold more than 450 millions units according to Forbes and it is also a very popular research subject in the field of...
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StartPage 282
SubjectTerms Artificial neural networks
Emulation
Games
Genetic Algorithm
Genetic algorithms
Sociology
Testing
Tetris
Title Playing the Original Game Boy Tetris Using a Real Coded Genetic Algorithm
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