In a medium saucepan, combine sugar, milk, butter, and cocoa.

Bring to a boil, and cook for 1 1/2 minutes.

Remove from heat, and stir in peanut butter, oats, vanilla and Black Walnuts.

Drop teaspoonful size amounts onto wax paper.

Let cool until hardened.