GP-robocode: Using genetic programming to evolve robocode players

Yehonatan Shichel, Eran Ziserman, Moshe Sipper

Research output: Contribution to journalConference articlepeer-review

30 Scopus citations

Abstract

This paper describes the first attempt to introduce evolutionarily designed players into the international Robocode league, a simulation-based game wherein robotic tanks fight to destruction in a closed arena. Using genetic programming to evolve tank strategies for this highly active forum, we were able to rank third out of twenty-seven players in the category of HaikuBots. Our GPBot was the only entry not written by a human.

Original languageEnglish
Pages (from-to)143-154
Number of pages12
JournalLecture Notes in Computer Science
Volume3447
DOIs
StatePublished - 1 Jan 2005
Event8th European Conference on Genetic Programming, EuroGP 2005 - Lausanne, Switzerland
Duration: 30 Mar 20051 Apr 2005

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science (all)

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