Emergence of Maps in the Memories of Blind Navigation Agents

Author:

Wijmans Erik1,Savva Manolis2,Essa Irfan3,Lee Stefan4,Morcos Ari S.5,Batra Dhruv6

Affiliation:

1. Georgia Institute of Technology & FAIR, Meta AI

2. Simon Fraser University & FAIR, Meta AI

3. Georgia Institute of Technology

4. Oregon State University

5. FAIR, Meta AI

6. FAIR, Meta AI & Georgia Institute of Technology

Abstract

Decades of research into intelligent animal navigation posits that organisms build and maintain internal spatial representations (or maps) 1 of their environment, that enables the organism to determine and follow task-appropriate paths (Epstein, Patai, Julian, & Spiers, 2017; O'keefe & Nadel, 1978; Tollman, 1948). Hamsters, wolves, chimpanzees, and bats leverage prior exploration to determine and follow shortcuts they may never have taken before (Chapuis & Scardigli, 1993; Harten, Katz, Goldshtein, Handel, & Yovel, 2020; Menzel, 1973; Peters, 1976; Toledo et al., 2020). Even blind mole rats and animals rendered situationally-blind in dark environments demonstrate shortcut behaviors (Avni, Tzvaigrach, & Eilam, 2008; Kimchi, Etienne, & Terkel, 2004; Maaswinkel & Whishaw, 1999). Ants forage for food along meandering paths but take near-optimal return trips (Müller & Wehner, 1988), though there is some controversy about whether insects like ants and bees are capable of forming maps (Cheung et al., 2014; Cruse & Wehner, 2011).

Publisher

Association for Computing Machinery (ACM)

Subject

General Medicine

Reference33 articles.

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