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Kestrel Freight's robots need the fewest moves to a shelf, and every aisle they can still reach. Breadth first search spreads in rings with a queue and finds the fewest moves; depth first search dives with a stack and reaches everything. The lecture runs both on the same floors step by step, shows why BFS's first visit is the shortest, what both cost, and the classic mistakes.
A robot in a warehouse needs the fewest moves to a shelf.