The announcement came after ministers from the two nations met in Doha along with their counterparts from Venezuela and Qatar.
Brent crude, which had risen more than 5% earlier, finished down 3.2% at $32.33 a barrel, while US crude was down 2% at $29.14.
Oil prices have sunk from their recent peak of about $116 in June 2014.