Place sugar, milk, butter, cocoa, and salt in medium/large saucepan. While ingredients cook, place some wax paper on countertop.
Bring ingredients to a boil, stirring often.
Once boiling, remove pan from the burner.
Stir in quick oats, peanut butter, and vanilla.
Drop cookies onto wax paper. Allow to cool.