A robot initialized with a selected prior collaboration pattern improved rescue success from 25.7% to 41.3% in urban search and rescue tasks. This enhancement reduced average task time by 283 seconds, with the greatest benefits observed at the start of interactions, indicating effective early task knowledge transfer through episodic memory.