This is the first AI Bipedal Robot American Football Game in the World. Neural network controls the motion of robots. They stand, walk, run on the field by themselves. They can run at more than 7 m/s. It looks fast enough for playing American Football. We use Deep Reinforcement Learning to generate the motion. The value of this game is various reaction of robot players. It must be fun!