Beat butter, peanut butter, and brown sugar together until light and fluffy. Blend in eggs and vanilla.
In a separate bowl combine flour, baking soda, and salt; mix well. Add to wet mixture. Stir in oatmeal.
Spread into greased 13x9-inch baking pan. Bake in preheated 350-degree oven for 20 to 22 minutes.