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No you don't need to be a computer scientist to use ROS. Although ROS does seem to be quite popular in academic research there are also a growing number of robotics hobbyists using it, of which I am one. If its popularity continues then it should eventually be quite easy for non-experts to assemble working robot software from pre-written modules (stacks).

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