and so having access to state makes a pretty big difference in terms of being able to learn looking at the entire benchmark we are looking at median human on normalized score across 26 Atari games at 100k frames and we see that compared to Paris today our rainbow rainbow dqm simple and well at least rainbow DQ and simple and rainbow DQ and curl seen every out performs prior and state-of-the-art and it's getting at about 25 percent of human normalized score here is a broken out for the individual games and curls