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This is a really interesting question, and I personally have not done this myself. However, the ROS wiki on Remote Machines claims that it possible, with a few caveats.

  1. Your ISP (internet service provider) allows for port forwarding.
  2. The devices communicate with each other via Public IPs, which may change dynamically.
  3. It has a lot of network configuration and setup outside of ROS, and the wiki link provided above tries to explain some of the problems faced.

Hope this helps.