Based on the opponent's pattern, after playing paper the opponent typically follows with rock (as seen when they played paper in round 3 and then rock in round 4). Since they played paper in round 8, it's likely they'll pick rock in round 9. Paper beats rock, so I'll choose paper in round 9.