To decrease the gravitational force between two objects, you would:
Increase the distance between the two objects.
According to Newton's Law of Universal Gravitation, the gravitational force is inversely proportional to the square of the distance between the centers of two objects. Therefore, increasing the distance will decrease the gravitational force.