Assuming the tank is located along a wall and is perpendicular to the joists, each joist is only carrying a fraction of the weight. Although its probably not necessary, I prefer to precede along the line of caution.
I reinforced my floor, not because I was overly worried about the tank crashing through the floor, but more concerned deflection would result in potential problems in the adjoining room.