I thought Pac Man had been 'solved'?
As in, the Ghosts always follow explicit paths. I'm curious to know that if they increased the 'learning' to more than the last 4 frames, would the AI figure this out itself.
Last heard that Google's AI learnt to recognize Cats from YouTube videos, but stinks at Pac-Man. The Irony.