There was no immediate official confirmation of deaths.
The news channel quoted a witness as saying he saw the incident from a building nearby in the heart of the French capital.
"About a half an hour ago two black-hooded men entered the building with Kalashnikovs (guns)," Benoit Bringer told the station. "A few minutes later we heard lots of shots," he said, adding that the men were then seen fleeing the building.