Teaching a car to drive itself

As a input, we're given a simulator, a video-game. We use keyboard or joystick to drive around the circuit. The simulator records screen shots of the images and the decisions we made: steering angles, throttle and brake. The mission is to create a deep neural network to emulate the behavior of the human being, and the put this network to run the simulator autonomously. Look at my first attempt to do this project.