Is imitation learning the route to humanoid robots?

S Schaal - Trends in cognitive sciences, 1999 - cell.com
This review investigates two recent developments in artificial intelligence and neural
computation: learning from imitation and the development of humanoid robots. It is …

Robots that imitate humans

C Breazeal, B Scassellati - Trends in cognitive sciences, 2002 - cell.com
The study of social learning in robotics has been motivated by both scientific interest in the
learning process and practical desires to produce machines that are useful, flexible, and …

[图书][B] Developmental robotics: From babies to robots

A Cangelosi, M Schlesinger - 2015 - books.google.com
A comprehensive overview of an interdisciplinary approach to robotics that takes direct
inspiration from the developmental and learning phenomena observed in children's …

[图书][B] The imitative mind: Development, evolution and brain bases

AN Meltzoff, W Prinz - 2002 - books.google.com
Imitation guides the behaviour of a range of species. Scientific advances in the study of
imitation at multiple levels from neurons to behaviour have far-reaching implications for …

Elements of a developmental theory of imitation

AN Meltzoff - The imitative mind: Development, evolution, and …, 2002 - books.google.com
Imitation promises to be a hot research topic in the coming decade. Interest in imitation
spread from a small band of aficionados to the broader community of cognitive scientists …

The art of designing socially intelligent agents: Science, fiction, and the human in the loop

K Dautenhahn - Applied artificial intelligence, 1998 - Taylor & Francis
In this article, socially intelligent agents (SIAs) are understood to be agents that do not only
from an observer point of view behave socially but that are able to recognize and identify …

“Social” robots are psychological agents for infants: A test of gaze following

AN Meltzoff, R Brooks, AP Shon, RPN Rao - Neural networks, 2010 - Elsevier
Gaze following is a key component of human social cognition. Gaze following directs
attention to areas of high information value and accelerates social, causal, and cultural …

Learning human arm movements by imitation:: Evaluation of a biologically inspired connectionist architecture

A Billard, MJ Matarić - Robotics and Autonomous Systems, 2001 - Elsevier
This paper evaluates a model of human imitation of abstract, two-arm movements. The
model consists of a hierarchy of artificial neural networks, which are abstractions of brain …

Imitation as a dual-route process featuring predictive and learning components: a biologically plausible computational model

J Demiris, G Hayes - 2002 - direct.mit.edu
Why is this an interesting problem? From an engineering perspective, designing an
architecture that equips robots with the ability to imitate will allow the possibility for learning …

Sensory-motor primitives as a basis for imitation: Linking perception to action and biology to robotics

MJ Matarić - 2002 - direct.mit.edu
15.1 Introduction Imitation is a powerful means of skill acquisition, social interaction, and
cultural transfer. Although popular notions of ''monkeying''and ''parroting''make the …