by Lorenz, Martin, Ober-Blöbaum, Christian and Herzog, Otthein
Abstract:
Decision making in a real-world domain like logistics is challenging for an autonomous technical system like a software agent. In this paper the problem of planning in such an environment is addressed. Classical planning and probabilistic criteria-directed scheduling components are tied together by a meta-level control and supplemented by a sophisticated world model and a risk management module to form a plan-based decision support system for autonomous control of logistic entities. The system is designed to be integrated in a multi-agent based simulation for evaluation and will later be used to support autonoumous decision making in real-world logistic domains.
Reference:
Lorenz, Martin, Ober-Blöbaum, Christian and Herzog, Otthein, "Planning for Autonomous Decision-Making in a Logistic Scenario", In Proceedings of the 21th European Conference on Modelling and Simulation, European Council for Modelling and Simulation, Prague, Czech Republic, 2007.
Bibtex Entry:
@inproceedings{Lorenz2007b,
abstract = {Decision making in a real-world domain like logistics is challenging for an autonomous technical system like a software agent. In this paper the problem of planning in such an environment is addressed. Classical planning and probabilistic criteria-directed scheduling components are tied together by a meta-level control and supplemented by a sophisticated world model and a risk management module to form a plan-based decision support system for autonomous control of logistic entities. The system is designed to be integrated in a multi-agent based simulation for evaluation and will later be used to support autonoumous decision making in real-world logistic domains.},
address = {Prague, Czech Republic},
author = {Lorenz, Martin and Ober-Bl\"{o}baum, Christian and Herzog, Otthein},
booktitle = {Proceedings of the 21th European Conference on Modelling and Simulation},
editor = {Borutzky, Wolfgang and Orsoni, Alessandra and Zobel, Richard},
isbn = {978-0-9553018-2-7},
publisher = {European Council for Modelling and Simulation},
title = {{Planning for Autonomous Decision-Making in a Logistic Scenario}},
url = {http://www.tzi.de/~mlo/download/ecms07.pdf},
year = {2007},
keywords = {ISPL}
}