Hi Jennifer,
If you painted with a latex paint,you can use a sponge with an abrasive backing and warm water.The sponge should be well wrung out and lightly scub the area with the abrasive pad.Wipe up residue with sponge.
Most other paints respond to light scraping and wiping with mineral spirits.