Egypt and South Sudan also offered to mediate between the warring factions, according to a statement by the Egyptian presidency.
For its part, the UN World Food Programme has suspended its operations in Sudan after three of its workers were killed on Saturday.
The RSF, led by Gen Mohamed Hamdan Dagalo, has claimed to control key sites in the capital, Khartoum.