Afghan government spokesperson Zabihullah Mujahid confirmed the negotiations in a statement, Reuters reported.
He said a high-level delegation from the Islamic Emirate had departed for the Qatari capital.
The delegation is led by Defense Minister Mullah Muhammad Yaqoob.
This diplomatic initiative comes after both countries experienced intense border fighting.
The ceasefire between the neighboring nations paved the way for these discussions.