Emergence of Maps in the Memories of Blind Navigation Agents

AI matters Pub Date : 2023-06-01 DOI:10.1145/3609468.3609471
Erik Wijmans, Manolis Savva, Irfan Essa, Stefan Lee, Ari S. Morcos, Dhruv Batra
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引用次数: 12

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).
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盲人导航主体记忆中地图的出现
几十年来对智能动物导航的研究认为,生物建立并维持其环境的内部空间表征(或地图)1,使生物能够确定并遵循适合任务的路径(Epstein, Patai, Julian, &施皮尔,2017;奥基夫,纳达尔,1978;Tollman惊讶于今秋,1948)。仓鼠、狼、黑猩猩和蝙蝠利用先前的探索来确定并遵循它们以前可能从未走过的捷径(Chapuis &Scardigli, 1993;哈滕,卡茨,戈德施泰因,汉德尔,&;Yovel, 2020;门泽尔,1973;彼得斯,1976;Toledo et al., 2020)。即使是失明的鼹鼠和在黑暗环境中失明的动物也表现出了捷径行为(Avni, Tzvaigrach, &Eilam, 2008;Kimchi, Etienne, &兹,2004;Maaswinkel,Whishaw, 1999)。蚂蚁沿着蜿蜒的路径寻找食物,但会选择接近最优的回程路线(米勒&Wehner, 1988),尽管对于蚂蚁和蜜蜂等昆虫是否能够形成地图存在一些争议(Cheung et al., 2014;瓶,韦娜,2011)。
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Conference Reports Welcome to AI Matters 9(3) AI Policy Matters SIGAI Annual Report: July 1 2022 --- August 30 2023 Conference Reports
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