The opponent has shown a cyclical pattern of rock → scissors → paper in the first three rounds. If they continue this pattern, they will play rock next, making paper the optimal choice. While they might try to break their pattern after three losses, without clear evidence of a strategy change, playing based on the observed pattern is the most logical choice.