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Hey,
You will want to run a single roscore that both robots use. The instructions on running ROS multiple machines should be a good place to start looking into this: http://wiki.ros.org/ROS/Tutorials/MultipleMachines
It is very easy to do once you can get an ssh connection between the robots.
Hope that helps
Henry