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Will two wandering friends ever stand together?

Two friends walk along the same infinite street (the integer number line). Each second, both of them independently step one block left or right with probability 12\tfrac12. Alice starts at block 00; Bob starts at block dd (an integer distance away).

For which starting distances dd are they certain to eventually stand on the same corner at the same moment?

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