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Abstract: Action "ST" One can imagine this process carrying on iteratively until the modeler is satisfied with all of the components being at a desired level of detail. Once a model has been fully specified in any perspective, it can be translated into the Transition View using DynaMoL's inter-perspective translators and solved for the optimal policy. DISCUSSION There has been relatively little work done in using abstraction to facilitate the modeling process as compared to reducing the complexity of... (Update)
Context of citations to this paper: More
.... supports dynamic decision problem formulation and parameter visualization in multiple perspectives at multiple levels of details [4]. The underlying mathematical representations of semiMarkov decision processes (SMDPs) support concise formulation of the decision...
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BibTeX entry: (Update)
S. Sundaresh, T. Leong, and P. Haddawy. Supporting multi-level multi-perspective dynamic decision making in medicine. In 1999. http://citeseer.ist.psu.edu/sundaresh99supporting.html More
@misc{ sundaresh99supporting,
author = "S. Sundaresh and T. Leong and P. Haddawy",
title = "Supporting multi-level multi-perspective dynamic decision making in medicine",
text = "S. Sundaresh, T. Leong, and P. Haddawy. Supporting multi-level multi-perspective
dynamic decision making in medicine. In 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/sundaresh99supporting.html" }
Citations (may not include all citations):166 Evaluating influence diagrams (context) - Shachter - 1986
74 Formulation of Tradeoffs in Planning Under Uncertainty (context) - Wellman - 1990
4 Multiple perspective dynamic decision making (context) - Leong - 1998
4 Dynamic decision analysis in medicine: A datadriven approach - Cao, Leong et al. - 1998
3 Knowledge-based formulation of dynamic decision models - Wang, Leong
2 Bayes net abstraction for decision-theoretic planning (context) - Ha, Haddawy - 1997
2 Decision model construction with multilevel influence diagra.. - Wu, Poh - 1998
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