The Grand Hyatt, Radisson and Days Inn hotels were hit in near-simultaneous blasts. Police suspect suicide bombers.
The hotels are popular with foreigners but most of the victims were Jordanian, many of them celebrating a wedding.
Jordan, a key US ally in the Middle East, has long been regarded as a prime target for attacks by radical Islamic militants.
