Intelligent Behavior Depends on the Ecological Niche - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Article Dans Une Revue KI - Künstliche Intelligenz Année : 2021

Intelligent Behavior Depends on the Ecological Niche

Pierre-Yves Oudeyer

Résumé

In this interview, Pierre-Yves Oudeyer outlines his perspective on the future of AI, and discusses directions for machines models of human-like intelligence. He explains how neuro-cognitive and evolutionary theories of human cognition should further inform artificial intelligence. He emphasizes the role of ecological niches in sculpting intelligent behavior, and in particular that human intelligence was fundamentally shaped to adapt to a constantly changing socio-cultural environment. He argues that a major limit of current work in AI is that it is missing this perspective, both theoretically and experimentally. Finally, he discusses the promising approach of developmental machine learning, modeling infant development through multi-scale interaction between intrinsically motivated learning, embodiment and a fastly changing socio-cultural environment.
Fichier principal
Vignette du fichier
2020_Interview_OudeyerV2.pdf (311.37 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03120583 , version 1 (25-01-2021)

Identifiants

Citer

Manfred Eppe, Pierre-Yves Oudeyer. Intelligent Behavior Depends on the Ecological Niche. KI - Künstliche Intelligenz, 2021, ⟨10.1007/s13218-020-00696-1⟩. ⟨hal-03120583⟩

Collections

ENSTA INRIA INRIA2
91 Consultations
140 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More