Target Corp. (NYSE:TGT) is bringing its new next-day delivery service to Atlanta. Target Restock is expanding to Atlanta, Chicago, Los Angeles, New York, Philadelphia, San Francisco, St. Louis, and Washington D.C./Baltimore, the retailer announced Sept. 21. With Target Restock, guests go online and fill up a box, choosing from more than 15,000 items, such as paper towels and cereal.