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Mehdi Khamassi

4 accepted papers

2022

Reproduction of Human Demonstrations with a Soft-Robotic Arm based on a Library of Learned Probabilistic Movement Primitives

ICRA 2022poster

In this paper we introduce a novel technique that aims to control a two-module bio-inspired soft-robotic arm in order to qualitatively reproduce human demonstrations. The main idea behind the proposed methodology is based on the assumption that a complex trajectory can be derived from the compositio…

Cited by 8SourceScholar
2021

Task Driven Skill Learning in a Soft-Robotic Arm

IROS 2021poster

In this paper we introduce a novel technique that aims to dynamically control a two-module bio-inspired soft-robotic arm in order to qualitatively reproduce a path defined by sparse way-points. The main idea behind this work is based on the assumption that a complex trajectory may be derived as a co…

Cited by 8SourceScholar
2019

A Deep Learning Approach for Multi-View Engagement Estimation of Children in a Child-Robot Joint Attention Task

IROS 2019poster

In this work, we tackle the problem of child engagement estimation while children freely interact with a robot in a friendly, room-like environment. We propose a deep learning-based multi-view solution that takes advantage of recent developments in human pose detection. We extract the child's pose f…

Cited by 35SourceScholar