you would do in a supervised setting is you would have a good human gamer play the game of pong for a couple of hours and you would create a data set where you log all of the frames that that human is seeing on the screen as well as the actions that he takes in response to those frames so whatever is pushing the up arrow or the down arrow and we can then feed those input frames through a very simple neural network that at the output can produce two simple actions it's either going to select the up action or the down action and by simply