At long last, the perfect score for arcade classic Ms. Pac-Man has
been achieved, though not by a human. Maluuba — a deep learning
team acquired by Microsoft in January — has created an AI system
that’s learned how to reach the game’s maximum point value of
999,900 on Atari 2600, using a unique combination of reinforcement
learning with a divide-and-conquer method.