It just takes one nonrandom player in the pool of players for a more advanced strategy to gain an advantage. Consequently, it is almost certain that, given a tournament of an arbitrary set of RPS players, a very sophisticated RPS player will end up winning, whereas random players will always be relegated to mediocre results.