The opponent showed a pattern of alternating rock and scissors for rounds 1-4 (rock, scissors, rock, scissors), then played paper in round 5. If they're following a pattern, they might return to rock in round 6. Paper beats rock, so this seems like the optimal choice. Additionally, paper worked well for me in round 1 when they played rock.