Evolving Robocode Tank Fighters

dc.creator	Eisenstein, Jacob
dc.date	2004-10-08T20:43:03Z
dc.date	2004-10-08T20:43:03Z
dc.date	2003-10-28
dc.date.accessioned	2013-10-09T02:46:34Z
dc.date.available	2013-10-09T02:46:34Z
dc.date.issued	2013-10-09
dc.identifier	AIM-2003-023
dc.identifier	http://hdl.handle.net/1721.1/6731
dc.identifier.uri	http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description	In this paper, I describe the application of genetic programming to evolve a controller for a robotic tank in a simulated environment. The purpose is to explore how genetic techniques can best be applied to produce controllers based on subsumption and behavior oriented languages such as REX. As part of my implementation, I developed TableRex, a modification of REX that can be expressed on a fixed-length genome. Using a fixed subsumption architecture of TableRex modules, I evolved robots that beat some of the most competitive hand-coded adversaries.
dc.format	24 p.
dc.format	963754 bytes
dc.format	653698 bytes
dc.format	application/postscript
dc.format	application/pdf
dc.language	en_US
dc.relation	AIM-2003-023
dc.subject	AI
dc.subject	genetic programming
dc.subject	robotics
dc.title	Evolving Robocode Tank Fighters

Files in this item

Files	Size	Format	View
There are no files associated with this item.