Combine all ingredients besides sesame seed in a medium bowl and mix well.
Freeze prepared mixture for 10 minutes (as this makes it easier to roll the balls)
Form into 1" balls and roll in sesame seeds.
Store peanut butter sesame balls in an airtight container in either the refrigerator or freezer.