Humans construct survey estimates on the fly from a compartmentalised representation of the navigated environment

Tobias Meilinger, Agnes Henson, Jonathan Rebane, Heinrich H. Bülthoff, Hanspeter A. Mallot

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

    9 Citations (Scopus)

    Abstract

    Despite its relevance for navigation surprisingly little is known about how goal direction bearings to distant locations are computed. Behavioural and neuroscientific models proposing the path integration of previously navigated routes are supported indirectly by neural data, but behavioral evidence is lacking. We show that humans integrate navigated routes post-hoc and incrementally while conducting goal direction estimates. Participants learned a multi-corridor layout by walking through a virtual environment. Throughout learning, participants repeatedly performed pairwise pointing from the start location, end location, and each turn location between segments. Pointing latency increased with the number of corridors to the target and decreased with pointing experience rather than environmental familiarity. Bimodal pointing distributions indicate that participants made systematic errors, for example, mixing up turns or forgetting segments. Modeling these error sources suggests that pointing did not rely on one unified, but rather multiple representations of the experimental environment. We conclude that participants performed incremental on-the-fly calculations of goal direction estimates within compartmentalised representations, which was quicker for nearby goals and became faster with repeated pointing. Within navigated environments humans do not compute difference vectors from coordinates of a globally consistent integrated “map in the head”.

    Original languageEnglish
    Title of host publicationSpatial Cognition XI - 11th International Conference, Spatial Cognition 2018, Proceedings
    EditorsAlexander Klippel, Sarah Creem-Regehr, Johannes Schöning
    PublisherSpringer Verlag
    Pages15-26
    Number of pages12
    ISBN (Print)9783319963846
    DOIs
    Publication statusPublished - 2018
    Event11th International Conference on Spatial Cognition, 2018 - Tubingen, Germany
    Duration: 2018 Sept 52018 Sept 8

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume11034 LNAI
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Other

    Other11th International Conference on Spatial Cognition, 2018
    Country/TerritoryGermany
    CityTubingen
    Period18/9/518/9/8

    Bibliographical note

    Funding Information:
    Acknowledgements. This work was supported by the DFG grant ME 3476/2-1. We would like to thank Joachim Tesch for help with the virtual environment setup.

    Publisher Copyright:
    © Springer Nature Switzerland AG 2018.

    Keywords

    • Spatial learning
    • Survey knowledge
    • Virtual environments

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • General Computer Science

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