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Atari playing AI - Printable Version

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Atari playing AI - chris0033547 - 03-03-2015

Here's the article:

It contains two videos below, which show the AI playing games.

Quote:We demonstrate that the deep Q-network agent, receiving only the pixels and the game score as inputs, was able to surpass the performance of all previous algorithms and achieve a level comparable to that of a professional human games tester across a set of 49 games, using the same algorithm, network architecture and hyperparameters. This work bridges the divide between high-dimensional sensory inputs and actions, resulting in the first artificial agent that is capable of learning to excel at a diverse array of challenging tasks.