No. According to Espresso Club, Dolce Gusto has a different system with its own unique coffee machine and capsules that produce hot beverages like espresso, cappuccino, latte and hot chocolate. The machine for the system is the Krups Nescafe Dolce Gusto. The capsules are made by Nescafe with a variety of flavors, including milk based beverages.
Even Tassimo machines work exclusively with capsules called Tassimo Discs (T DISCs). Tassimo capsules are not just coffee drinks, but other hot beverages as well, like hot chocolate, tea, and basically more milk based beverages.
Check out some coffee-brewing tips to help you make a better cup at home, featured at The Washington Post.
Learn Surprising Facts About Coffee and Caffeine at Good Housekeeping.