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I think it doesnt use a pid-controller since there is an additional package which is called ros_control which provides pid's and stuff.. I think simply said he publishes a high cmd_vel if he has a path that has small costs, which means there are no objects in the surrounding and he can drive save and he publishes a low cmd_vel if there are many objects and it is a difficult path.

Hope that helped you