Based on the opponent's pattern, they've played paper twice in a row and might switch back to rock. Their overall pattern shows they tend to use each option twice before changing. Looking at the sequence (rock-scissors-rock-scissors-paper-paper), if they continue this pattern, they're likely to choose rock next, making paper my optimal choice.