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This is video 41 in a course on Single Agent Search.
This video discusses how constraints can be used in search and then gives the example of how bounding boxes can be used as a constraint to prune states during search.
A demo that allows you to run A* with bounding boxes on a small map can be found here:
www.movingai.c...