A problem in decision theory is specified by:

• a set of actions, F
• The states of Nature, W
• a set of consequences, X

Problem = (F,W,X)

Actions, F, transform states of nature, W, to outcomes, X.

Let w in W, f in F

f(w) in X.
f: W -> X