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Model-free executio...
Model-free execution monitoring in behavior-based mobile robotics
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- Pettersson, Ola (författare)
- Örebro universitet,Institutionen för teknik,Mobile Robotics Lab
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- Karlsson, Lars (författare)
- Örebro universitet,Institutionen för teknik,Mobile Robotics Lab
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- Saffiotti, Alessandro (författare)
- Örebro universitet,Institutionen för teknik,Mobile Robotics Lab
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(creator_code:org_t)
- 2003
- 2003
- Engelska.
- Relaterad länk:
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https://urn.kb.se/re...
Abstract
Ämnesord
Stäng
- In this paper we present a model-free execution monitor for behavior-based mobile robots. By model-free we mean that the monitoring is based only on the actual execution, without involving any predictive models of the controlled system. Model-free monitors are especially suitable for systems where it is hard to obtain adequate models. In our approach we analyze the activation levels of the different behaviors using a pattern recognition technique. Our model-free execution monitor, which is realized by radial basis function networks, is shown to give a high performance in several realistic simulations.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Nyckelord
- Datalogi
- Computer and Systems Science
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)