Saudi Arabia, Bahrain, the United Arab Emirates and Egypt imposed sanctions on Qatar last month, accusing it of financing extremist groups and allying with the Gulf Arab states' arch-foe Iran, allegations Doha denies.
Mr Tillerson said the agreement signed with his Qatari counterpart, Sheikh Mohammed bin Abdulrahman al-Thani, had been under discussion for weeks.