Please use this identifier to cite or link to this item: https://doi.org/10.1109/ESDIS.2009.4939000
DC FieldValue
dc.titleNeural network versus behavior based approach in simulated car racing game
dc.contributor.authorTang, H.
dc.contributor.authorTan, C.H.
dc.contributor.authorTan, K.C.
dc.contributor.authorTay, A.
dc.date.accessioned2014-06-19T03:20:02Z
dc.date.available2014-06-19T03:20:02Z
dc.date.issued2009
dc.identifier.citationTang, H.,Tan, C.H.,Tan, K.C.,Tay, A. (2009). Neural network versus behavior based approach in simulated car racing game. 2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings : 58-65. ScholarBank@NUS Repository. <a href="https://doi.org/10.1109/ESDIS.2009.4939000" target="_blank">https://doi.org/10.1109/ESDIS.2009.4939000</a>
dc.identifier.isbn9781424427543
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/71118
dc.description.abstractThis paper presents examines the design of controllers that is computationally efficient yet demonstrates highly competitive performance for a real time simulated car racing game. Algorithms that require large amount of computational resources are impractical for fast paced and real time games (i.e. racing games, sports simulators, first person shooters and real time strategy games). This paper examines the design of two computationally efficient approaches, neural networks and behaviour based intelligence, in the context of a real time car racing game. Both approaches are optimized using evolutionary strategies. The behaviour based approach was found to obtain a higher fitness value yet being more computationally efficient. The design approaches can also be applied to real-time face animation which involves dataintensive computations.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1109/ESDIS.2009.4939000
dc.sourceScopus
dc.typeConference Paper
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.doi10.1109/ESDIS.2009.4939000
dc.description.sourcetitle2009 IEEE Workshop on Evolving and Self-Developing Intelligent Systems, ESDIS 2009 - Proceedings
dc.description.page58-65
dc.identifier.isiutNOT_IN_WOS
Appears in Collections:Staff Publications

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

SCOPUSTM   
Citations

4
checked on Nov 28, 2022

Page view(s)

115
checked on Nov 24, 2022

Google ScholarTM

Check

Altmetric


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