A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams.
Manuele LeonelliEva RiccomagnoJim Q. SmithPublished in: Ann. Math. Artif. Intell. (2017)
Keyphrases
- influence diagrams
- decision problems
- expected utility
- decision analysis
- probabilistic inference
- sensitivity analysis
- decision making
- decision making under uncertainty
- utility function
- decision models
- graphical representation
- graphical models
- bayesian networks
- bayesian decision problems
- data model
- belief networks
- decision model
- query language
- diagnostic reasoning
- computational complexity
- limited memory
- data mining
- probabilistic model
- extensive form games