In the previous rounds, the opponent played rock in round 1, scissors in round 2, and paper in round 3. This suggests a pattern of rock, scissors, paper. If we assume the opponent will continue this cycle, they are likely to play rock in round 4. Paper beats rock, so I choose paper.