Seaquest - reinforcement learning

The combination of modern Reinforcement Learning and Deep Learning ap-proaches holds the promise of making significant progress on challenging appli-cations requiring both rich perception and policy-selection. The Arcade LearningEnvironment (ALE) provides a set of Atari games that represent a useful bench-mark set of such applications.