TASS reported that Kabul is also prepared to cooperate with Moscow in the extraction of mineral resources.
More than 1.5 million tonnes of goods were exported to Afghanistan through the border crossing during this period.
China's Foreign Minister Wang Yi is also expected to join talks from Thursday, but it was unclear if Rubio would meet with him.