A neuronal global workspace for human-like control of a computer game character

Conference paper

Fountas, Z., Gamez, D. and Fidjeland, A. 2011. A neuronal global workspace for human-like control of a computer game character. 2011 IEEE Conference on Computational Intelligence and Games. Seoul, South Korea 31 Aug - 03 Sep 2011 IEEE.
TypeConference paper
TitleA neuronal global workspace for human-like control of a computer game character
AuthorsFountas, Z., Gamez, D. and Fidjeland, A.
Abstract

This paper describes a system that uses a global workspace architecture implemented in spiking neurons to control an avatar within the Unreal Tournament 2004 (UT2004) computer game. This system is designed to display human-like behaviour within UT2004, which provides a good environment for comparing human and embodied AI behaviour without the cost and difficulty of full humanoid robots. Using a biologically-inspired approach, the architecture is loosely based on theories about the high level control circuits in the brain, and it is the first neural implementation of a global workspace that is embodied in a dynamic real time environment. At its current stage of development the system can navigate through UT2004 and shoot opponents. We are currently completing the implementation and testing in preparation for the human-like bot competition at CIG 2011 in September.

KeywordsNeurons; Games; Computer architecture; Humans; Avatars; Robot sensing systems
Conference2011 IEEE Conference on Computational Intelligence and Games
Proceedings Title2011 IEEE Conference on Computational Intelligence and Games (CIG'11)
SeriesIEEE Conference on Computational Intelligence and Games
ISSN2325-4270
Electronic2325-4289
ISBN
Electronic9781457700118
Hardcover9781457700101
PublisherIEEE
Publication dates
Online29 Sep 2011
Publication process dates
Deposited21 Sep 2023
Output statusPublished
Web of Science identifierWOS:000298666800046
LanguageEnglish
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