The Brooklyn Battery Tunnel, which opened in 1950, connects Southwestern Brooklyn with the Wall St. area of Manhattan. You can reach it in Brooklyn via the Brooklyn-Queens Expressway, and in Manhattan via the FDR Drive.
It costs $5.50 each way by car.
For more detailed pricing, click here.