Publication: HERRAMIENTAS DE INTELIGENCIA ARTIFICIAL PARA DISEÑO DE BOTS CON ENFOQUE ESTRATÉGICO-TÁCTICO EN JUEGOS RTS
Date
2019-11
Authors
LIENLAF SOTO, ROBERTO GABRIEL
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Abstract
Dentro del campo de inteligencia artificial es interesante la investigación corres-
pondiente a los juegos RTS (estrategia en tiempo real) debido a su gran complejidad, tanto
temporal como en la toma de decisiones. En este trabajo se plantea un sistema modular
respecto a las distintas áreas de investigación de inteligencia artificial dentro de los juegos
RTS, y se plantea el uso de algoritmos evolutivos, mapas de influencias, campos potenciales
y algoritmos genéticos multi-objetivos para afrontar el problema de un diseño estratégico-
táctico para diseñar un bot que sea capaz de competir en alto nivel.
In the artificial intelligence field it’s interesting the research about RTS games (Real-Time Strategy) because of its high complexity, time restrictions and decision making. In this work, we propose a modular system approach, focused on a variety of research topics about artificial intelligence on RTS games. The bot developed use a mix of evolutionary algo- rithms, influence maps, potential fields and NSGA-II as algorithms to resolve the problem of a strategic-tactic implementation as a bot design able to compete at a high level. Keywords— Artificial intelligence, RTS Games, Strategy, Tactics, Genetic Algorithms.
In the artificial intelligence field it’s interesting the research about RTS games (Real-Time Strategy) because of its high complexity, time restrictions and decision making. In this work, we propose a modular system approach, focused on a variety of research topics about artificial intelligence on RTS games. The bot developed use a mix of evolutionary algo- rithms, influence maps, potential fields and NSGA-II as algorithms to resolve the problem of a strategic-tactic implementation as a bot design able to compete at a high level. Keywords— Artificial intelligence, RTS Games, Strategy, Tactics, Genetic Algorithms.
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Keywords
INTELIGENCIA ARTIFICIAL , JUEGOS RTS , ESTRATEGIA , TÁCTICA , ALGORITMOS GENÉTICOS