Talks and Poster Presentations (with Proceedings-Entry):
A. Wendt, F. Gelbard, M. Fittner, S. Schaat, M. Jakubec, C. Brandstätter, S. Kollmann:
"Decision-Making in the Cognitive Architecture SiMA";
Talk: The 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015),
Taiwan;
2015-11-20
- 2015-11-22; in: "Technologies and Applications of Artificial Intelligence",
IEEE,
Taiwan
(2015),
ISBN: 978-1-4673-9606-6;
Paper ID pp. 330-335,
6 pages.
English abstract:
In a cognitive architecture, decision-making is the
task that processes information from sensor data and stored
knowledge to get appropriate action plans and actuator
commands. Its aim is to make a decision in a given situation
based upon available options and current goals of the system. In
this paper, the decision-making process of the cognitive
architecture SiMA is presented. Its unique features are the
comprehensive evaluation of options, an application of casebased
reasoning, as well as the management of resources by a
two-step decision-making process. The implementation is verified
through an artificial world implementation of a use case.
Keywords:
cognitive architecture; decision-making; artificial intelligence; case-based reasoning; symbolic computational modeling; causal reasoning; SiMA; ARS
Electronic version of the publication:
http://publik.tuwien.ac.at/files/PubDat_243166.pdf
Created from the Publication Database of the Vienna University of Technology.