Evolving Sims's creatures for bipedal gait

A. Azarbadegan, F. Broz, C.L. Nehaniv

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)

    Abstract

    In this paper we describe the design of an approach to evolve Sims's creatures with morphology and behaviour similar to biped animals. Our hypothesis is that biases in morphology that encourage limb specialisation, combined with rewards for successful locomotion and carrying at the same time and realistic, physics-based penalties for falling in fitness function, would lead to creatures capable of bipedal locomotion. We present experimental results demonstrating successful evolution of biped morphology and stepping gait.
    Original languageEnglish
    Title of host publicationIEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life
    PublisherInstitute of Electrical and Electronics Engineers (IEEE)
    Pages218-224
    Number of pages7
    ISBN (Print)978-161284063-5
    DOIs
    Publication statusPublished - 1 Jan 2011
    EventIEEE ALIFE 2011 - Paris, France
    Duration: 11 Apr 201115 Apr 2011

    Conference

    ConferenceIEEE ALIFE 2011
    Country/TerritoryFrance
    CityParis
    Period11/04/1115/04/11

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