Rodman was in Pyongyang on a trip with the Harlem Globetrotters.
Kim Jong-un, who is a basketball fan, was told by Rodman that he had made "a friend for life."
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Sir Tom will be joined on the panel by Oscar-winning actress and singer Jennifer Hudson and rock star Gavin Rossdale.