Peoples Annotated Overview Of UAI Research
This is meant to be an area where the community builds an overview of Uncertainty in AI research. It is meant for graduate students to tell us about interesting work they have encountered (although more seasoned researchers are more tham welcome to contribute too). Surprisingly wikis seem to work! A good example is the Wikipedia
. Hopefully there is enough interest for this one to grow into a useful resource..
Intelligent agents face uncertainty whenever they need to decide what to do. The work is built on various foundations including, DecisionTheory?
is a representation of (in)dependence amongst random variables.
Representations of Preferences and Utilities
See the UAIApplicationWorkshop
page for discussion on issues applying Bayesian Modeling.