The problem may not be the power, but the control system being used. Upgrade to a control board that can use a hobby grade radio, or an add on board to the RX18 board to allow you to use one. You could upgrade to 400 or 480 motors for more torque also, but may not fix your problem as well as the control upgrade.
Herman