AlphaGo

E39541

AlphaGo is an artificial intelligence program developed by DeepMind that became famous for defeating world champion Go players using deep neural networks and reinforcement learning.

All labels observed (10)

How this entity was disambiguated

Statements (53)

Predicate Object
instanceOf Go-playing program
artificial intelligence system
computer program
alsoKnownAs AlphaGo Fan
AlphaGo Lee
linked to: AlphaGo

AlphaGo Master
linked to: AlphaGo
basedOn deep learning
machine learning
policy networks
value networks
boardGame Go
countryOfOrigin United Kingdom
developer DeepMind
Google DeepMind
linked to: DeepMind
field artificial intelligence research
computer Go
firstReleaseYear 2015
genre board game AI
governingBodyInMatch Chinese Weiqi Association
Korea Baduk Association
inspired AlphaGo Zero
linked to: AlphaZero

AlphaZero
MuZero
matchDate 2015-10
2016-03
2017-05
matchLocation London
linked to: London, England

Seoul
Wuzhen
notableAchievement defeated European Go champion Fan Hui 5–0 in October 2015
defeated Ke Jie 3–0 in May 2017
defeated world champion Lee Sedol 4–1 in March 2016
first computer program to defeat a professional Go player on a full-sized 19x19 board without handicaps
notableImpact demonstrated the power of deep reinforcement learning in complex board games
notableWork AlphaGo Fan
linked to: AlphaGo

AlphaGo Lee
linked to: Lee Sedol

AlphaGo Master
linked to: AlphaGo
operatingSystem Linux
opponent Fan Hui
Ke Jie
Lee Sedol
parentOrganizationOfDeveloper Google
programmingLanguage C++
Python
sponsor Google
successor AlphaGo Zero
linked to: AlphaZero

AlphaZero
MuZero
trainingMethod reinforcement learning through self-play
supervised learning from human expert games
uses Monte Carlo tree search
deep neural networks
reinforcement learning

How these facts were elicited

Referenced by (26)

Full triples — surface form annotated when it differs from this entity's canonical label.

DeepMind knownFor AlphaGo
DeepMind developed AlphaGo
DeepMind notableProject AlphaGo match against Lee Sedol
linked to: AlphaGo
Demis Hassabis knownFor AlphaGo
AlphaGo notableWork AlphaGo Fan
linked to: AlphaGo
AlphaGo notableWork AlphaGo Master
linked to: AlphaGo
AlphaGo alsoKnownAs AlphaGo Lee
linked to: AlphaGo
AlphaGo alsoKnownAs AlphaGo Master
linked to: AlphaGo
David Silver notableWork AlphaGo
David Silver notablePaper Mastering the game of Go with deep neural networks and tree search
linked to: AlphaGo
AlphaStar relatedTo AlphaGo
AlphaZero parentProject AlphaGo project
linked to: AlphaGo
MuZero inspiredBy AlphaGo
Demis Hassabis knownFor AlphaGo
subject linked to: Demis
Fan Hui defeatedBy AlphaGo
Fan Hui participantIn AlphaGo vs Fan Hui match
linked to: AlphaGo
Fan Hui participantIn AlphaGo–Fan Hui five-game match in 2015
linked to: AlphaGo
Fan Hui collaboratedWith AlphaGo development team
linked to: AlphaGo
Fan Hui hasNotableOpponent AlphaGo
Lee Sedol opponent AlphaGo
Ke Jie playedAgainst AlphaGo
Ioannis Antonoglou knownFor AlphaGo
AlphaGo Zero differsFrom AlphaGo
AlphaGo Zero differsFrom AlphaGo Master
linked to: AlphaGo
AlphaGo Zero differsFrom AlphaGo Lee
linked to: AlphaGo