Diagnosis makes the difference for a successful execution of high-level robot control programs

Clemens Mühlbacher*, Gerald Steinbauer

*Korrespondierende/r Autor/-in für diese Arbeit

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

Faults in action execution and perception that occur at runtime negatively affects the probability that an agent is able to finish a task successfully. There are several techniques such as hand-coded error recovery or diagnosis and repair approaches to deal with this problem. In this paper we present an experimental comparison of the fault tolerance of the popular (CRAM) framework using hand-coded error recovery and an approach using model-based diagnosis. The approaches were evaluated using a simulated robot delivery domain. Experimental results confirm that a control approach using diagnosis is able to significantly increase the success-rate and outperforms hand-coded error strategies.

Originalspracheenglisch
TitelIntelligent Autonomous Systems - Proceedings of the 13th International Conference IAS, 2014
Herausgeber (Verlag)Springer Verlag
Seiten1119-1132
Seitenumfang14
Band302
ISBN (Print)9783319083377
DOIs
PublikationsstatusVeröffentlicht - 2016
Veranstaltung13th International Conference on Intelligent Autonomous Systems, IAS 2014 - Padova, Italien
Dauer: 15 Juli 201418 Juli 2014

Publikationsreihe

NameAdvances in Intelligent Systems and Computing
Band302
ISSN (Print)21945357

Konferenz

Konferenz13th International Conference on Intelligent Autonomous Systems, IAS 2014
Land/GebietItalien
OrtPadova
Zeitraum15/07/1418/07/14

ASJC Scopus subject areas

  • Steuerungs- und Systemtechnik
  • Informatik (insg.)

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