Reinforcement learning with unsupervised auxiliary tasks (deepmind.com)

Can't wait to see how it will handle Starcraft 2.

> On Atari the agent now achieves on average 9x human performance

Very impressive. I guess the human limit has to do with humans being limited about number of things to track at once? I wonder if they can apply this to optimizing the traffic lights in a big city.