• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic

1

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock

2

‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion

3

'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
TechFortune 500

Microsoft Claims Its Artificial Intelligence Is a Ms. Pac-Man Whiz

Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
June 14, 2017, 6:15 PM ET
Add Fortune on Google for similar content.

Microsoft’s artificial intelligence technology, it turns out, is a whiz at playing Ms. Pac-Man, the 1980’s-era video game. The tech giant’s computers achieved a perfect score of 990,900, surpassing the existing (human held) record of 266,360.

To score points, players must maneuver Ms. Pac-Man around a maze, avoiding “ghosts” that could knock her out or confronting the ghosts head on after eating an energy pellet that makes her temporarily invincible. Yes it sounds silly, but it’s also addictive.

Related: In Poker, It’s Man vs. Machine, and the Machine Is Winning

Researchers at Maluuba, the Montreal-based AI startup Microsoft (MSFT) acquired early this year, split up the technology it used to play the game among more than 150 different artificial intelligence software agents. Each one took responsibility for a particular task to, as Microsoft described it, “divide and conquer” the game.

Here’s a video of a demo is below:

[youtube https://www.youtube.com/watch?v=zQyWMHFjewU]

The agents worked indpendently to learn different aspects of the game. Some would be rewarded for finding a specific energy pellet. Others were instructed to steer clear of ghosts. A “Master Agent” then took suggestions from the lesser agents about how to best play the game and to manage the game playing.

Get Data Sheet, Fortune’s daily tech newsletter.

In the online blog post, Maluuba program manager Rahul Mehrotra said AI researchers can learn a lot from video games that require varied strategy for each time someone plays them.

Related: Microsoft Expands AI Footprint in Montreal

And he said what was learned from the divide-and-conquer Ms. Pac-man technique could help corporate sales teams better predict which customers to approach and at what time or day.

Related: Yes, Bots Should be Able to do More For You

Tech companies are investing heavily in AI research and are eager to trumpet their accomplishments. On Tuesday, for example, Facebook (FB) also announced new AI research that it says will help software bots negotiate transactions or deals on behalf of people.

About the Author
Barb Darrow
By Barb Darrow
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

LaLiga president says tech is already making the fan experience better, and it could solve football’s money problem too
AISports
LaLiga president says tech is already making the fan experience better, and it could solve football’s money problem too
By Catherina GioinoJuly 20, 2026
5 hours ago
A 13-year-old teenage boy looks at an iPhone screen displaying various social media apps.
PoliticsSocial Media
French President Macron backs effort to ban kids under 15 from social media before departing office next year
By The Associated Press and Samuel PetrequinJuly 20, 2026
6 hours ago
Photo of Hugging Face cofounder and CEO Clement Delangue.
CybersecurityAI agents
Hugging Face says it resorted to a Chinese AI model to battle a fully autonomous cyberattack because U.S. model guardrails stymied its defense
By Emily ForliniJuly 20, 2026
7 hours ago
Sumeet Agrawal is VP of Product Management (Data, AI Governance & Context Engineering for Agentic Systems) at Salesforce.
CommentaryAI agents
Salesforce VP on the leaky AI pipeline: why cheaper tokens won’t fix enterprise AI
By Sumeet AgrawalJuly 20, 2026
12 hours ago
Artificial Intelligence technology and futuristic technology transformation
C-SuiteCFO Daily
How CFOs can tell if AI is actually creating value
By Sheryl EstradaJuly 20, 2026
13 hours ago
uk
PoliticsSocial Media
France wants to ban social media for kids — but Brussels says the bill breaks EU law
By Samuel Petrequin and The Associated PressJuly 20, 2026
13 hours ago

Most Popular

Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
Success
Mark Cuban says he has the solution to growing income inequality, and it's to reward every employee—from CEO to janitor—with company stock
By Sasha RogelbergJuly 20, 2026
8 hours ago
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
Success
‘I want to die broke’: Billionaire philanthropist Denny Sanford dies after giving away $4 billion
By Sydney LakeJuly 20, 2026
12 hours ago
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
AI
'Dr. Doom' Nouriel Roubini says we're headed for universal basic income or 'some form of socialism' as AI revolutionizes work—He calls that optimistic
By Jason MaJuly 18, 2026
2 days ago
Warren Buffett says his $147 billion investing career was an accident: ‘I may be one of the 10 luckiest in the world’
Future of Work
Warren Buffett says his $147 billion investing career was an accident: ‘I may be one of the 10 luckiest in the world’
By Sarah GlodekJuly 20, 2026
19 hours ago
Power companies are using eminent domain to seize land for data centers as 70% of Americans say not in my backyard
AI
Power companies are using eminent domain to seize land for data centers as 70% of Americans say not in my backyard
By Aaron Walayat and The ConversationJuly 19, 2026
2 days ago
It’s not just Taco Bell lettuce and possible glass in Pillsbury rolls: Food and drink recall events reached a 6-year year-over-year high
Retail
It’s not just Taco Bell lettuce and possible glass in Pillsbury rolls: Food and drink recall events reached a 6-year year-over-year high
By Sasha RogelbergJuly 20, 2026
16 hours ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.