Could a Computer Program Teach Itself to Play Atari Games?

Q: Could a Computer Program Teach Itself to Play Atari Games?

DeepMind ’s DQN algorithm learned to play 49 Atari games from raw pixel input. It used reinforcement learning with rewards based on game scores. The program discovered strategies never seen by human players. No game code or rules were provided; the computer learned entirely by trial and error.

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DeepMind’s DQN algorithm learned to play 49 Atari games from raw pixel input. It used reinforcement learning with rewards based on game scores. The program discovered strategies never seen by human players. No game code or rules were provided; the computer learned entirely by trial and error.

Could a Computer Program Teach Itself to Play Atari Games?

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