A Genetic Programming-Based Low-Level Instructions Robot for Realtimebattle
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Article{Romero:2020:entropy,
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author = "Juan Romero and Antonino Santos and
Adrian Carballal and Nereida Rodriguez-Fernandez and Iria Santos and
Alvaro Torrente-Patino and Juan Tunas and
Penousal Machado",
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title = "A Genetic Programming-Based Low-Level Instructions
Robot for {Realtimebattle}",
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journal = "Entropy",
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year = "2020",
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volume = "22",
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number = "12",
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article-number = "1362",
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month = "30 " # nov,
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keywords = "genetic algorithms, genetic programming,
RealTimeBattle, robots, evolutionary robotics,
evolutionary game, artificial intelligence, creative
computation",
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ISSN = "1099-4300",
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pubmedid = "33266338",
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URL = "https://www.mdpi.com/1099-4300/22/12/1362",
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DOI = "doi:10.3390/e22121362",
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size = "22 pages",
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abstract = "RealTimeBattle is an environment in which robots
controlled by programs fight each other. Programs
control the simulated robots using low-level messages
(e.g., turn radar, accelerate). Unlike other tools like
Robocode, each of these robots can be developed using
different programming languages. Our purpose is to
generate, without human programming or other
intervention, a robot that is highly competitive in
RealTimeBattle. To that end, we implemented an
Evolutionary Computation technique: Genetic
Programming. The robot controllers created in the
course of the experiments exhibit several different and
effective combat strategies such as avoidance, sniping,
encircling and shooting. To further improve their
performance, we propose a function-set that includes
short-term memory mechanisms, which allowed us to
evolve a robot that is superior to all of the rivals
used for its training. The robot was also tested in a
bout with the winner of the previous RealTimeBattle
Championship, which it won. Finally, our robot was
tested in a multi-robot battle arena, with five
simultaneous opponents, and obtained the best results
among the contenders.",
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notes = "CITIC-Research Center of Information and Communication
Technologies, University of A Coruna,15071 A Coruna,
Spain",
- }
Genetic Programming entries for
Juan Jesus Romero Cardalda
Antonino Santos del Riego
Adrian Carballal Mato
Nereida Rodriguez-Fernandez
Iria Santos
Alvaro Torrente-Patino
Juan Tunas
Penousal Machado
Citations