Is Playing ‘Space Invaders’ a Milestone in Artificial Intelligence?

February 26th, 2015

Via: Los Angeles Times:

Computers have beaten humans at chess and “Jeopardy!,” and now they can master old Atari games such as “Space Invaders” or “Breakout” without knowing anything about their rules or strategies.

Playing Atari 2600 games from the 1980s may seem a bit “Back to the Future,” but researchers with Google’s DeepMind project say they have taken a small but crucial step toward a general learning machine that can mimic the way human brains learn from new experience.

The researchers chose the Atari 2600 platform in part because it offered an engineering sweet spot — not too easy and not too hard. They plan to move into the 1990s, toward 3-D games involving complex environments, such as the “Grand Theft Auto” franchise. That milestone could come within five years, said Hassabis.

“With a few tweaks, it should be able to drive a real car,” Hassabis said.

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