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There is no brief answer to this question. You need to do Map Building, Localization, Path Planning and Robot Control -- all with high quality. The outcome will be limited by how good your sensors are, and by how complex the map building task is.

If you are looking for a more specific answer, please edit this question and ask something more specific.