These wickedly delicious Peanut Butter Brownies are as easy to make as they are to eat. Each piece is filled and topped with Reese's peanut butter chocolate treats too. These Peanut Butter Brownies are very easy to make and adding lots of Reese's chocolate treats to them, makes them all the better in my opinion.