It's one thing to teach a computer how to play another game. It's a completely different story to try and make it learn the game on its own by reading the manual.
Some rather smart folks over at MIT decided to see how well a computer could learn to comprehend new tasks from reading text. As a test, they decided to see if it could learn to play Civilization.
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