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In the news | BBC News

Microsoft AI plays a perfect game of Ms Pac-Man 

June 15, 2017

One of Microsoft's artificial intelligence systems has conquered the 1980s video game Ms. Pac-Man. The team, from Microsoft-owned Canadian AI firm Maluuba, achieved the perfect score of 999,990.

In the news | PCMag India

Microsoft AI first to reach perfect Ms Pac-Man score 

June 15, 2017

Researchers at Maluuba, a deep-learning startup recently acquired by Microsoft, have developed an artificial intelligence (AI) system that became the first player ever to achieve a perfect 999,990 score in Ms Pac-Man -- an arcade video game.

In the news | TechCrunch

Microsoft’s AI beats Ms. Pac-Man 

June 15, 2017

The complexity of Ms. Pac-Man, with its many boards and moving parts, has made the classic title an especially difficult target. Until now, no human or machine has achieved the feat.

In the news | TechCrunch

Microsoft’s AI beats Ms. Pac-Man 

June 15, 2017

Microsoft subsidiary Maluuba used multiple individual AI agents to defeat the video game -- a long-time challenge for the AI and human community.

Maluuba's Hybrid Reward Architecture
Microsoft Research Blog

Hybrid Reward Architecture (HRA) Achieving super-human performance on Ms. Pac-Man 

June 14, 2017

Games are popular as a test-bed for new machine learning techniques because they can be very challenging and allow for easy analysis of new learning techniques in a controlled environment. For reinforcement learning, where the goal is to learn good…

In the news | Mashable

An AI just beat ‘Ms. Pac-Man.’ We’re doomed. 

June 14, 2017

Ms. Pac-Man was supposed to be the more difficult arcade game. But now it's been laid low — like chess, Go, and poker before it — by artificial intelligence. Researchers with deep learning company Maluuba, which Microsoft acquired earlier this…

In the news | The Verge

Sorry humans, Microsoft’s AI is the first to reach a perfect Ms. Pac-Man score 

June 14, 2017

Sorry humans, Microsoft's AI is the first to reach a perfect Ms. Pac-Man score. AI researchers have a documented penchant for using video games to test machine learning.

In the news | c|net

Microsoft AI gets maximum score possible on Ms. Pac-Man 

June 14, 2017

It's official. Humans are now second-best at playing Ms. Pac-Man, a 1980s twist on the arcade classic, involving eating pellets and being chased by ghosts. It was rated as one of the hardest games for an AI to beat, but…

In the news | Parkinson's Life

“Project Emma” tremor-reducing watch unveiled by Microsoft CEO 

June 14, 2017

The team behind an innovative vibrating wristwatch that helped Emma Lawton—who lives with young-onset Parkinson's disease—to draw again, introduced the device at a prestigious tech conference.

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