In the case of games, they can quickly review hours of gameplay to calculate probabilities and determine with each successive move what needs to happen next in order to advance.Ĭonsidering QWOP's notorious difficulty, engineer Wesley Liao decided it would be a great testing ground for AI. Training AI to game - Games are a common way to test artificial intelligence syustems, which are designed to study and identify patterns buried in large amounts of data. It might seem straightforward, but QWOP is incredibly difficult - so much so that an AI program trained for 65 hours wasn't able to beat the most skilled human QWOP players. The game has players use four keys to control the movements of a sprinter's thighs and calves under real-world physics, with the goal being figuring out how to move each at just the right cadence to keep the runner upright and propelling themselves forward. If you've never played QWOP, it's safe to say you've never experienced peak human frustration.
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