The game comes to an end after a set amount of time, the timer being represented by the train slowly advancing at the top of the screen, once it gets to the right side, it's hands up and it tells you your score!
Did you press the spacebar when close to them to interact before trying the A key? If you did, then it might be the game not working on your machine :(