New batteries put in controller all lights go on red, then go off
will not
What you can try doing is taking your A-A cable and plugging it from your joystick to the robot, then try turning them both on and seeing if they connect that way. If that doesn’t work, try re-downloading the firmware for the remote (you can do it for the robot too if you want to). That should work