LEARNING FROM DEMONSTRATION - Automatic Generation of Extended Behavior Networks for Autonomous Robots from an Expert’s Demonstration

Stefan Czarnetzki, Sören Kerner, Patrick Szcypior

2011

Abstract

The recent research focus on autonomous mobile robots has greatly improved their capability to perform complex tasks, making it more and more difficult to design eligible behavior manually. Therefore this paper presents an algorithm to automatically derive a behavior network from demonstration by an expert. Different tasks are evaluated to proof the generalizability and robustness of the proposed demonstration approach.

Paper Citation

in Harvard Style

Czarnetzki S., Kerner S. and Szcypior P. (2011). LEARNING FROM DEMONSTRATION - Automatic Generation of Extended Behavior Networks for Autonomous Robots from an Expert’s Demonstration . In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8425-40-9, pages 394-400. DOI: 10.5220/0003184503940400

in Bibtex Style

@conference{icaart11,
author={Stefan Czarnetzki and Sören Kerner and Patrick Szcypior},
title={LEARNING FROM DEMONSTRATION - Automatic Generation of Extended Behavior Networks for Autonomous Robots from an Expert’s Demonstration},
booktitle={Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2011},
pages={394-400},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003184503940400},
isbn={978-989-8425-40-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - LEARNING FROM DEMONSTRATION - Automatic Generation of Extended Behavior Networks for Autonomous Robots from an Expert’s Demonstration
SN - 978-989-8425-40-9
AU - Czarnetzki S.
AU - Kerner S.
AU - Szcypior P.
PY - 2011
SP - 394
EP - 400
DO - 10.5220/0003184503940400