Computer Science – Neural and Evolutionary Computing
Scientific paper
2012-01-15
Computer Science
Neural and Evolutionary Computing
IWINAC International Work-conference on the Interplay between Natural and Artificial Computation 2011
Scientific paper
Basically, in (one-player) war Real Time Strategy (wRTS) games a human player controls, in real time, an army consisting of a number of soldiers and her aim is to destroy the opponent's assets where the opponent is a virtual (i.e., non-human player controlled) player that usually consists of a pre-programmed decision-making script. These scripts have usually associated some well-known problems (e.g., predictability, non-rationality, repetitive behaviors, and sensation of artificial stupidity among others). This paper describes a method for the automatic generation of virtual players that adapt to the player skills; this is done by building initially a model of the player behavior in real time during the game, and further evolving the virtual player via this model in-between two games. The paper also shows preliminary results obtained on a one player wRTS game constructed specifically for experimentation.
Cotta Carlos
Fernández-Leiva Antonio J.
García Gutiérrez José A.
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