A Bayesian Developmental Approach to Robotic Goal-Based Imitation Learning.

A fundamental challenge in robotics today is building robots that can learn new skills by observing humans and imitating human actions. We propose a new Bayesian approach to robotic learning by imitation inspired by the developmental hypothesis that children use self-experience to bootstrap the proc...

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Bibliographic Details
Main Authors: Michael Jae-Yoon Chung, Abram L Friesen, Dieter Fox, Andrew N Meltzoff, Rajesh P N Rao
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4633237?pdf=render