The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament
In this study, a bot is developed to compete in the first International RoShamBo Tournament test suite. The basic “Beat Frequent Pick (BFP)” algorithm was taken from the supplied test suite and was improved by adding a random choice tailored fit against the opponent's distribution of picks. A t...
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Archīum Ateneo
2015
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ph-ateneo-arc.discs-faculty-pubs-10772020-05-06T08:38:01Z The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament Fernandez, Proceso L, Jr Valdez, Sony E Siddayao, Generino P In this study, a bot is developed to compete in the first International RoShamBo Tournament test suite. The basic “Beat Frequent Pick (BFP)” algorithm was taken from the supplied test suite and was improved by adding a random choice tailored fit against the opponent's distribution of picks. A training program was also developed that finds the best performing bot variant by changing the bot's behavior in terms of the timing of the recomputation of the pick distribution. Simulation results demonstrate the significantly improved performance of the proposed variant over the original BFP. This indicates the potential of using the core technique (of the proposed variant) as an Artificial Intelligence bot to similarly applicable computer games. 2015-10-01T07:00:00Z text application/pdf https://archium.ateneo.edu/discs-faculty-pubs/78 https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1077&context=discs-faculty-pubs Department of Information Systems & Computer Science Faculty Publications Archīum Ateneo Artificial intelligence game theory rock paper scissors RoShamBo Artificial Intelligence and Robotics Computer Sciences Theory and Algorithms |
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Artificial intelligence game theory rock paper scissors RoShamBo Artificial Intelligence and Robotics Computer Sciences Theory and Algorithms |
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Artificial intelligence game theory rock paper scissors RoShamBo Artificial Intelligence and Robotics Computer Sciences Theory and Algorithms Fernandez, Proceso L, Jr Valdez, Sony E Siddayao, Generino P The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
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In this study, a bot is developed to compete in the first International RoShamBo Tournament test suite. The basic “Beat Frequent Pick (BFP)” algorithm was taken from the supplied test suite and was improved by adding a random choice tailored fit against the opponent's distribution of picks. A training program was also developed that finds the best performing bot variant by changing the bot's behavior in terms of the timing of the recomputation of the pick distribution. Simulation results demonstrate the significantly improved performance of the proposed variant over the original BFP. This indicates the potential of using the core technique (of the proposed variant) as an Artificial Intelligence bot to similarly applicable computer games. |
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text |
author |
Fernandez, Proceso L, Jr Valdez, Sony E Siddayao, Generino P |
author_facet |
Fernandez, Proceso L, Jr Valdez, Sony E Siddayao, Generino P |
author_sort |
Fernandez, Proceso L, Jr |
title |
The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
title_short |
The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
title_full |
The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
title_fullStr |
The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
title_full_unstemmed |
The Effectiveness of Using a Modified “Beat Frequent Pick” Algorithm in the First International RoShamBo Tournament |
title_sort |
effectiveness of using a modified “beat frequent pick” algorithm in the first international roshambo tournament |
publisher |
Archīum Ateneo |
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2015 |
url |
https://archium.ateneo.edu/discs-faculty-pubs/78 https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1077&context=discs-faculty-pubs |
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1728621290227499008 |