All states have utility values or preferences. Agents prefer states with higher utility.
decision theory = probability theory + utility theory
Maximum Expected Utility (MEU) principle:
An agent is rational if choses actions yielding highest expected
utility, averaged over all possible action outcomes. The agent
weights the utility of an outcome by its probability of occurring.