Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/78372
Title: TAP: An effective personality representation for inter-Agent adaptation in games
Authors: Tan, C.T. 
Cheng, H.-L. 
Issue Date: 2008
Citation: Tan, C.T.,Cheng, H.-L. (2008). TAP: An effective personality representation for inter-Agent adaptation in games. Proceedings of the 4th Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE 2008 : 120-125. ScholarBank@NUS Repository.
Abstract: Tactical Agent Personality (TAP) is a modeling concept to capture tactical patterns in game agents, based on a personality concept introduced by Tan and Cheng (2007), to allow behavior adaptation to different play styles. We introduced a weighted sequential topology to the actions set to capture tactical preferences rather than individual action preferences. This produces a personality representation of much higher expressive power that improves the adaptation performance and subsequently enables a larger variety of action genres to be adaptable. A TAP-based learning framework is then constructed and it is shown to perform better than the one based on the previous agent personality. Consequently, we also implement an RPG scenario that demonstrates its ability to generate adaptive plausible behavior in a much larger variety of action genres. Copyright © 2008, Association for the Advancement of Artificial Intelligence.
Source Title: Proceedings of the 4th Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE 2008
URI: http://scholarbank.nus.edu.sg/handle/10635/78372
ISBN: 9781577353911
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

49
checked on Oct 20, 2018

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.