Combine the sugar, cocoa (or chocolate), milk, and butter.
Bring to a boil and boil for 1 minute.
Add the peanut butter and vanilla.
Stir in the uncooked oatmeal until completely coated.
Drop by teaspoonfuls onto wax paper.
Allow to cool completely before serving.