Decision theory has been plagued with a variety of problems almost from the start. Some, like the Ellsberg paradox [Ellsberg, 1961] merely seem to point to the problems actual people have in calculating probabilities and utilities. Others, like the Newcomb paradox and its relatives, have motivated a re-foundation of decision theory on causal grounds rather than evidential grounds [Joyce, 1999]....