The Small Loop Problem: A Challenge for Artificial Emergent Cognition - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2012

The Small Loop Problem: A Challenge for Artificial Emergent Cognition

James Marshall
  • Fonction : Auteur

Résumé

We propose the Small Loop Problem as a challenge for biologically inspired cognitive architectures. This challenge consists of designing an agent that would autonomously organize its behavior through interaction with an initially unknown environment that offers basic sequential and spatial regularities. The Small Loop Problem demonstrates four principles that we consider crucial to the implementation of emergent cognition: environment-agnosticism, self-motivation, sequential regularity learning, and spatial regularity learning. While this problem is still unsolved, we report partial solutions that suggest that its resolution is realistic.

Dates et versions

hal-01353104 , version 1 (10-08-2016)

Identifiants

Citer

Olivier Georgeon, James Marshall. The Small Loop Problem: A Challenge for Artificial Emergent Cognition. Biologically Inspired Cognitive Architectures, Oct 2012, Palermo, Italy. pp.137-144, ⟨10.1007/978-3-642-34274-5_27⟩. ⟨hal-01353104⟩
159 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More