Researchers design collaborating AI capable of playing PC game

Updated 2017-04-11 09:30:40 Xinhua

Researchers have developed multiple artificial intelligence (AI) agents that can learn to collaborate to defeat multiple enemies in a real-time strategy computer game, a study released Monday by University College London (UCL) showed.

Single AI agents have been proven to be able to beat the most accomplished human players in the Go and card games. But in this study, researchers demonstrated that multiple AI agents could work together in playing StarCraft, which is considered one of the most difficult games for computers to handle, with far more parameters than Go.

“A major challenge with StarCraft is that the number of agents playing is dynamic, causing the parameters of the model to constantly fluctuate. This forces the AI agents to develop sophisticated behaviors through multi-agent learning, rather than just using a joint learner method,” said Jun Wang from UCL, who led the study.

The discovery provides valuable insight into the way AI agents learn how to communicate and coordinate. This could help scientists develop the next generation of AI for use in large-scale, real-world applications, advancing the AI currently used for gaming on the stock markets, predicting user interests and as competing agents bidding on online advertising exchanges, according to UCL.

The discovery creates “opportunities to develop better models to help understand how language and social structures evolve, or to better predict economic outcomes where each AI agent might represent a company,” Wang said.

Also in the News

Nicole Kidman Recalls Oscar Glory: Loneliest Time
Showbiz2016/06/16 13:58August 24 2017 05:22:13

Nicole Kidman Recalls Oscar Glory: Loneliest Time

Attending Shanghai International Film Festival, Nicole Kidman talks about her role in "Grace of Monaco".

Labor Day Travel Peak Starts
Also in the News2014/05/01 12:16August 24 2017 05:22:13

Labor Day Travel Peak Starts

Johnny Depp Delivers a Speech 'Evolve the Future' in 'Transcendence'
Also in the News2014/04/18 13:18August 24 2017 05:22:13

Johnny Depp Delivers a Speech 'Evolve the Future' in 'Transcendence'

Hollywood star Johnny Depp's speech in the upcoming new film "Transcendence" has been disclosed on Friday, April 11th.

Most Watched

News:
China World Business Sports Showbiz Audio
Video:
C4 My Chinese Life The Sound Stage China Revealed Showbiz Video Travel Video
Photos:
China World Fun Travel Entertainment Sports
Travel:
Beijing Shanghai Guangzhou
Lifestyle:
Live Music Opera & Classical Movies Traditional Shows Exhibitions
Learn Chinese:
Chinese Studio Living Chinese Everyday Chinese Just For Fun Chinese Culture Buzzwords