Adaptation of Intelligent Characters to Changes of Game Environments View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2005

AUTHORS

Byeong Heon Cho , Sung Hoon Jung , Kwang-Hyun Shim , Yeong Rak Seong , Ha Ryoung Oh

ABSTRACT

This paper addresses how intelligent characters, having learning capability based on the neural network technology, automatically adapt to environmental changes in computer games. Our adaptation solution includes an autonomous adaptation scheme and a cooperative adaptation scheme. With the autonomous adaptation scheme, each intelligent character steadily assesses changes of its game environment while taking into consideration recently earned scores, and initiates a new learning process when a change is detected. Intelligent characters may confront various opponents in many computer games. When each intelligent character has fought with just part of the opponents, the cooperative adaptation scheme, based on a genetic algorithm, creates new intelligent characters by composing their partial knowledge of the existing intelligent characters. The experimental results show that intelligent characters can properly accommodate to the changes with the proposed schemes. More... »

PAGES

1064-1073

Book

TITLE

Computational Intelligence and Security

ISBN

978-3-540-30818-8
978-3-540-31599-5

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/11596448_159

DOI

http://dx.doi.org/10.1007/11596448_159

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1032424388


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161 https://www.grid.ac/institutes/grid.444079.a schema:alternateName Hansung University
162 schema:name Dept. of Information and Communication Engineering, Hansung University, 389 Samseon-dong, Seongbuk-gu, 136-792, Seoul, Korea
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164 https://www.grid.ac/institutes/grid.91443.3b schema:alternateName Kookmin University
165 schema:name School of Electrical Engineering, Kookmin University, 861-1 Jeongnung-dong, Seongbuk-gu, 136-702, Seoul, Korea
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