Literature DB >> 30097305

Priors in Animal and Artificial Intelligence: Where Does Learning Begin?

Elisabetta Versace1, Antone Martinho-Truswell2, Alex Kacelnik3, Giorgio Vallortigara4.   

Abstract

A major goal for the next generation of artificial intelligence (AI) is to build machines that are able to reason and cope with novel tasks, environments, and situations in a manner that approaches the abilities of animals. Evidence from precocial species suggests that driving learning through suitable priors can help to successfully face this challenge.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Keywords:  AI; cognition; imprinting; machine learning; predisposition; spontaneous preference

Mesh：

Year:  2018        PMID： 30097305     DOI： 10.1016/j.tics.2018.07.005

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN： 1364-6613            Impact factor:   20.229


  10 in total

Review 1.  Hallucinations and Strong Priors.

Authors:  Philip R Corlett; Guillermo Horga; Paul C Fletcher; Ben Alderson-Day; Katharina Schmack; Albert R Powers
Journal:  Trends Cogn Sci       Date:  2018-12-21       Impact factor: 20.229

2.  Light-induced asymmetries in embryonic retinal gene expression are mediated by the vascular system and extracellular matrix.

Authors:  Elisabetta Versace; Paola Sgadò; Julia George; Jasmine L Loveland; Joseph Ward; Peter Thorpe; Lars Juhl Jensen; Karen A Spencer; Silvia Paracchini; Giorgio Vallortigara
Journal:  Sci Rep       Date:  2022-07-15       Impact factor: 4.996

3.  Ducklings imprint on chromatic heterogeneity.

Authors:  Antone Martinho-Truswell; Bethan McGregor; Alex Kacelnik
Journal:  Anim Cogn       Date:  2019-06-10       Impact factor: 3.084

4.  Unlearned visual preferences for the head region in domestic chicks.

Authors:  Orsola Rosa-Salva; Uwe Mayer; Giorgio Vallortigara
Journal:  PLoS One       Date:  2019-09-03       Impact factor: 3.240

5.  Resurgence of an Inborn Attraction for Animate Objects via Thyroid Hormone T3.

Authors:  Elena Lorenzi; Bastien Samuel Lemaire; Elisabetta Versace; Toshiya Matsushima; Giorgio Vallortigara
Journal:  Front Behav Neurosci       Date:  2021-04-19       Impact factor: 3.558

6.  Combined predisposed preferences for colour and biological motion make robust development of social attachment through imprinting.

Authors:  Momoko Miura; Daisuke Nishi; Toshiya Matsushima
Journal:  Anim Cogn       Date:  2019-11-11       Impact factor: 2.899

7.  Statistical learning in domestic chicks is modulated by strain and sex.

Authors:  Chiara Santolin; Orsola Rosa-Salva; Bastien S Lemaire; Lucia Regolin; Giorgio Vallortigara
Journal:  Sci Rep       Date:  2020-09-15       Impact factor: 4.379

8.  A transient time window for early predispositions in newborn chicks.

Authors:  Elisabetta Versace; Morgana Ragusa; Giorgio Vallortigara
Journal:  Sci Rep       Date:  2019-12-10       Impact factor: 4.379

9.  Early preference for face-like stimuli in solitary species as revealed by tortoise hatchlings.

Authors:  Elisabetta Versace; Silvia Damini; Gionata Stancher
Journal:  Proc Natl Acad Sci U S A       Date:  2020-09-14       Impact factor: 11.205

Review 10.  Steps towards a computational ethology: an automatized, interactive setup to investigate filial imprinting and biological predispositions.

Authors:  Mirko Zanon; Bastien S Lemaire; Giorgio Vallortigara
Journal:  Biol Cybern       Date:  2021-07-17       Impact factor: 2.086
  10 in total

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