This page and its subtopics discusses everything about Bayesian Decision Theory.
Lectures discussing Bayesian Decision Theory : Lecture 3_Old Kiwi and Lecture 4_Old Kiwi
References
Some nice tutorials and documents on Bayes decision theory can be found on: