Thursday, February 26, 2015

A Google Computer Can Teach Itself Games - NYTimes.com

More Google/DeepMind DQN details

"The breakthrough is similar to IBM’s chess-winning Deep Blue computer, or Watson, a computer that IBM programmed to win at Jeopardy! In some ways the latest advance is more profound, however; Deep Blue and Watson were taught strategies that worked inside the rules of their respective games. The new program learned — without training — how to succeed at a range of different games.

The rules-learning technology, initially described in the British journal Nature on Wednesday, could initially be important to Google for things like search, voice recognition and language translation. Further out, the researchers said, the learning system could be useful for robots and driverless cars."
A Google Computer Can Teach Itself Games - NYTimes.com

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