Computer learns language by playing Civilization V

It's actually FreeCiv, based on Civ II, not V. The researchers needed to be able to modify the source to let the agent read messages from the screen.

Direct link to the paper: http://people.csail.mit.edu/regina/my_papers/civ11.pdf