DQN is a technology to realize reinforcement learning, first proposed by Deep Mind in NIPS13(paper in arxiv), whose input is raw pixels and whose output is a value function estimating future rewards.

On first launch, you'll see a welcome screen where you can choose how intense you want your experience to be. Don't worry - you can always change settings later!