Combine sugar, butter, milk and cocoa in pan and boil 1 minute. Remove from heat and add oats, peanut butter, nuts and vanilla. Beat and drop on cookie sheet.
Boil together the sugar, cocoa, butter ... ingredients. Bring to a boil and cook for 1 1/2 minutes. Drop by teaspoons onto foil or waxed paper. Let cool.