It does explore some states that are at the end of the paths, but since these are the infrequent states in the test phase, exploring these states does not actually improve the model's performance much.
while the student correctness rate in the real corpus is 60%, the RRM prevents itself from being trapped in the less-likely states on incorrect answer paths by keeping its correctness rate to be 50%.