Collaborative interactive evolution in minecraft

Pablo González de Prado Salas, Sebastian Risi

    Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferenceabstrakt i proceedingsForskningpeer review

    Abstract

    Interactive Evolution (ie) has shown promise in domains where objective-driven approaches are problematic. Collaborating by branching from the evolutionary stepping stones discovered by others (cie) has allowed users to evolve a large variety of artefacts. In this paper we explore the potential of collaboratively evolving behaviours in Minecraft through an online cie system. Results suggest that it is indeed possible to solve a maze navigation task in Minecraft collaboratively, which is difficult to achieve individually. We hope that the released framework will allow others to build more complex domains, solving a series of more and more challenging tasks through many collaborating humans.
    OriginalsprogEngelsk
    TitelProceedings of the Genetic and Evolutionary Computation Conference Companion : GECCO '18
    Antal sider2
    ForlagAssociation for Computing Machinery
    Publikationsdato2018
    Sider127-128
    ISBN (Elektronisk)978-1-4503-5764-7
    DOI
    StatusUdgivet - 2018

    Emneord

    • Interactive Evolution
    • Collaborative Evolutionary Innovation
    • Minecraft Behaviour Evolution
    • Maze Navigation
    • Online Collaboration Systems

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