Reinforcement Learning to Learn How to Play FPS Games

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Many organisms can predict future events from the statistics of past experience, but humans also excel at making predictions by pure reasoning-- integrating multiple sources of information, guided by abstract knowledge, to form rational expectations about novel situations, never directly experienced. Here, we show that this reasoning is surprisingly rich, powerful, and coherent even in preverbal infants.