Commercial drones are starting to be used for tasks like inspecting oil rigs and crops. But they still require a highly skilled human pilot, and even those that are semi-autonomous usually use prebuilt maps or access the data over a wireless link.
Read more: http://www.technologyreview.com/news/542816/a-drone-with-a-sense-of-direction/