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A Quick Introduction to Deep Q Learning

A Quick Introduction to Deep Q Learning

Several years ago the Deep Mind team announced that they had designed a new reinforcement learning algorithm capable of beating human level play in multiple games from the Atari library. This new algorithm, deep Q learning, was the marriage of deep neural networks and traditional Q learning. Rather than being a trivial bolt on, deep Q learning is actually an ingenious solution to a difficult problem: how to handle the incredibly large state spaces of even primitive video games? For…

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