In a medium saucepan, combine the sugar, cocoa, butter, and milk.
Bring to a boil.
Continue boiling for 1 minute, then add peanut butter, vanilla, and oatmeal.
Turn off the heat and stir ingredients until well combined.
Drop teaspoonfuls of the mixture onto wax paper.
Let cookies cool until they harden.