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There is a youtube video about it. Apparently the algorithm just chooses a direction on every intersection with a simple probability calculation. This means, that the average time increase for any dead-end to the left is 1.424. So your time is base walking time *1.424^n, where n is number of intersections.
You do not want your walking time increase exponentially with walking distance. :kitty-cri-potato: