Tactical Agent Personality

Tan, C; Cheng, H

Tactical Agent Personality

Tan, C Cheng, H

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Publisher:: Hindawi Publishing Corporation
Publication Type:: Journal Article
Citation:: International Journal of Computer Games Technology, 2011, 2011 pp. 1 - 16
Issue Date:: 2011-01

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Field	Value	Language
dc.contributor.author	Tan, C	en_US
dc.contributor.author	Cheng, H	en_US
dc.date.issued	2011-01	en_US
dc.identifier.citation	International Journal of Computer Games Technology, 2011, 2011 pp. 1 - 16	en_US
dc.identifier.issn	1687-7055	en_US
dc.identifier.uri	http://hdl.handle.net/10453/18261
dc.description.abstract	This paper proposes a novel agent personality representation model used to provide interagent adaptation in modern games, coined as the Tactical Agent Personality (TAP). The TAP represents the tactical footprints of a game agent using a weighted network of actions. Directly using the action probabilities to model an agentâs personality, removes the time and effort required by experts to craft the model as well as eliminates the performance dependency on expert knowledge. The effectiveness, versatility, generality, scalability, and robustness claims of the TAP architecture and its variations are applied and evaluated across a variety of game scenarios, namely, First-person shooters (FPSs), real-time strategy (RTS) games, and role-playing games (RPG), where they are shown to exhibit plausible adaptive behavior.	en_US
dc.publisher	Hindawi Publishing Corporation	en_US
dc.relation.ispartof	International Journal of Computer Games Technology	en_US
dc.relation.isbasedon	10.1057/jors.2012.7	en_US
dc.title	Tactical Agent Personality	en_US
dc.type	Journal Article
utslib.citation.volume	2011	en_US
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
utslib.for	08 Information and Computing Sciences	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Software
pubs.organisational-group	/University of Technology Sydney/Strength - HCTD - Human Centred Technology Design
utslib.copyright.status	open_access
pubs.consider-herdc	true	en_US
pubs.volume	2011	en_US

Abstract:

This paper proposes a novel agent personality representation model used to provide interagent adaptation in modern games, coined as the Tactical Agent Personality (TAP). The TAP represents the tactical footprints of a game agent using a weighted network of actions. Directly using the action probabilities to model an agentâs personality, removes the time and effort required by experts to craft the model as well as eliminates the performance dependency on expert knowledge. The effectiveness, versatility, generality, scalability, and robustness claims of the TAP architecture and its variations are applied and evaluated across a variety of game scenarios, namely, First-person shooters (FPSs), real-time strategy (RTS) games, and role-playing games (RPG), where they are shown to exhibit plausible adaptive behavior.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/18261