The village was first mentioned as Olmele in 1288. Olmen was an independent heerlijkheid and an agricultural community. In 1977, the municipality was merged into Balen.
Carnaval
The Carnaval in Olmen does not have a parade, but is celebrated with the medieval Hanenkappen. The person who manages to decapitate the rooster becomes the king of its party.