What is the simplest model that can account for high-fidelity imitation?


Journal

The Behavioral and brain sciences
ISSN: 1469-1825
Titre abrégé: Behav Brain Sci
Pays: England
ID NLM: 7808666

Informations de publication

Date de publication:
10 11 2022
Historique:
entrez: 10 11 2022
pubmed: 11 11 2022
medline: 15 11 2022
Statut: epublish

Résumé

What inductive biases must be incorporated into multi-agent artificial intelligence models to get them to capture high-fidelity imitation? We think very little is needed. In the right environments, both instrumental- and ritual-stance imitation can emerge from generic learning mechanisms operating on non-deliberative decision architectures. In this view, imitation emerges from trial-and-error learning and does not require explicit deliberation.

Identifiants

pubmed: 36353886
doi: 10.1017/S0140525X22001364
pii: S0140525X22001364
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e261

Auteurs

Joel Z Leibo (JZ)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

Raphael Köster (R)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

Alexander Sasha Vezhnevets (AS)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

Edgar A Duénez-Guzmán (EA)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

John P Agapiou (JP)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

Peter Sunehag (P)

DeepMind, London EC4A 3TW, UK jzl@deepmind.com rkoster@deepmind.com vezhnick@deepmind.com duenez@deepmind.com jagapiou@deepmind.com sunehag@deepmind.com www.jzleibo.com.

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