Developmental Learning of Sensorimotor Models for Control in Robotics

Pierre-Yves Oudeyer 1
1 Flowers - Flowing Epigenetic Robots and Systems
Inria Bordeaux - Sud-Ouest, U2IS - Unité d'Informatique et d'Ingénierie des Systèmes
Abstract : Robotics is evolving today toward applications in which robots enter into everyday life and thus need to be able to interact with non-engineers; robots that assist people with disabilities in their homes are an example [5]. For such applications, robots must be able to manipulate and use objects in the human environment that cannot be known and modelled beforehand by engineers. For reasons of safety and energy efficiency, the use of soft materials and soft actuators is flourishing in these applications [12]; difficult control problems arise, however, because the dynamics of these soft materials are difficult to model analytically. For these reasons, a crucial goal has become the development of learning methods that allow robots to acquire models of the dynamics of their own bodies and their interactions with new objects.
Liste complète des métadonnées

Littérature citée [13 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01061633
Contributeur : Pierre-Yves Oudeyer <>
Soumis le : lundi 8 septembre 2014 - 10:23:55
Dernière modification le : jeudi 12 avril 2018 - 14:17:56
Document(s) archivé(s) le : mardi 9 décembre 2014 - 10:34:09

Fichier

OudeyerSIAMNews14.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01061633, version 1

Collections

Citation

Pierre-Yves Oudeyer. Developmental Learning of Sensorimotor Models for Control in Robotics. SIAM News, SIAM, 2014, 47 (7), 〈http://sinews.siam.org/DetailsPage/tabid/607/ArticleID/198/Developmental-Learning-of-Sensorimotor-Models-for-Control-in-Robotics.aspx〉. 〈hal-01061633〉

Partager

Métriques

Consultations de la notice

546

Téléchargements de fichiers

162