Observing the opponent's pattern, they seem to alternate between paper and rock (R1: paper, R2: rock, R3: paper, R4: rock, R5: paper). This suggests that in round 6 they are likely to choose rock. Knowing that paper beats rock, I'll choose paper for round 6.