Prediction of Intention during Interaction with iCub with Probabilistic Movement Primitives

This article describes our open-source software for predicting the intention of a user physically interacting with the humanoid robot iCub. Our goal is to allow the robot to infer the intention of the human partner during collaboration, by predicting the future intended trajectory: this capability i...

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Bibliographic Details
Main Authors: Oriane Dermy, Alexandros Paraschos, Marco Ewerton, Jan Peters, François Charpillet, Serena Ivaldi
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-10-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/frobt.2017.00045/full