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Evolving Controllers for Programmable Robots to Influence Non-programmable Lifeforms: A Case Study

Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

Abstract

In this paper, a decentralized reaction-diffusion-based controller is evolved for a set of robots in an arena interacting with two simulated juvenile bees as non-programmable agents. The bees react to the stimuli that are emitted by the robots. The evolutionary process successfully finds controllers that produce proper patterns which guide the bees towards a number of given targets. The results show a preference of heat as the dominant stimulus causing movement of the bees.
Original languageEnglish
Title of host publicationApplications of Evolutionary Computation
Number of pages11
PublisherSpringer Nature Switzerland
Publication date1 Jan 2015
Pages831-841
ISBN (Print)978-3-319-16548-6
ISBN (Electronic)978-3-319-16549-3
DOIs
Publication statusPublished - 1 Jan 2015
Externally publishedYes
EventEuropean Conference on the Applications of Evolutionary Computation - Copenhagen, Denmark
Duration: 8 Apr 201510 Apr 2015

Conference

ConferenceEuropean Conference on the Applications of Evolutionary Computation
Country/TerritoryDenmark
CityCopenhagen
Period08/04/201510/04/2015
SeriesLecture Notes in Computer Science
Volume9028
ISSN0302-9743

Keywords

  • Evolutionary computation
  • Decentralized control
  • Robotics
  • Reaction-diffusion based controllers
  • Interactive agents

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