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Pathfinding (2)

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I`m looking to perfect my pathfinding algorithm.  When you use A* the main reason you check the neighbour tiles is because you want to see if you can advance the current track/there are no obstacles in the way. But when do you decide that you want to open a new track/branch?        


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