Interactively training first person shooter bots

McPartland, Michelle and Gallagher, Marcus (2012). Interactively training first person shooter bots. In: Proceedings of the 2012 IEEE International Conference on Computational Intelligence and Games, CIG 2012. IEEE International Conference on Computational Intelligence and Games, CIG 2012, Granada, Spain, (132-138). 11 - 14 September 2012. doi:10.1109/CIG.2012.6374149

Attached Files (Some files may be inaccessible until you login with your UQ eSpace credentials)
Name Description MIMEType Size Downloads

Author McPartland, Michelle
Gallagher, Marcus
Title of paper Interactively training first person shooter bots
Conference name IEEE International Conference on Computational Intelligence and Games, CIG 2012
Conference location Granada, Spain
Conference dates 11 - 14 September 2012
Proceedings title Proceedings of the 2012 IEEE International Conference on Computational Intelligence and Games, CIG 2012
Journal name 2012 IEEE Conference on Computational Intelligence and Games, CIG 2012
Place of Publication Piscataway, NJ, United States
Publisher IEEE (Institute of Electrical and Electronics Engineers)
Publication Year 2012
Sub-type Fully published paper
DOI 10.1109/CIG.2012.6374149
ISBN 9781467311939
9781467311922
Start page 132
End page 138
Total pages 7
Collection year 2013
Language eng
Abstract/Summary Interactive training is a technique that allows humans to guide a learning algorithm. This technique is well suited to training first person shooter bots as it allows game designers to iterate a range of behaviors in real-time. This paper investigates an initial attempt at allowing users to interact with the learning process of a reinforcement learning algorithm to create first person shooter bot behaviors. The results clearly show that it is possible to create different types of bot behaviors using the developed interactive training tool.
Q-Index Code E1
Q-Index Status Confirmed Code
Institutional Status UQ

 
Versions
Version Filter Type
Citation counts: Scopus Citation Count Cited 2 times in Scopus Article | Citations
Google Scholar Search Google Scholar
Created: Mon, 18 Mar 2013, 11:10:52 EST by Dr Marcus Gallagher on behalf of School of Information Technol and Elec Engineering