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See How to run ROS commands from C++ application? for (what seems to be) an identical issue.

In short: you're probably starting roslaunch from an environment that has not been setup for use with ROS (ie: ROS_PACKAGE_PATH, PYTHONPATH, etc have not been set properly).

Other related questions:

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