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Artificial intelligence that plays Go
AlphaGo is a computer program that plays the board game Go. It was developed by the London-based DeepMind Technologies, an acquired subsidiary of Google
AlphaGo
2016 Go match between AI and human
AlphaGo versus Lee Sedol, also known as the DeepMind Challenge Match, was a five-game Go match between top Go player Lee Sedol and AlphaGo, a computer
AlphaGo_versus_Lee_Sedol
Artificial intelligence that plays Go
AlphaGo Zero is a version of DeepMind's Go software AlphaGo. AlphaGo's team published an article in Nature in October 2017 introducing AlphaGo Zero, a
AlphaGo_Zero
AI research laboratory
2016 after its AlphaGo program beat Lee Sedol, a Go world champion, in a five-game match, which was later featured in the documentary AlphaGo. A more general
Google_DeepMind
2017 American documentary by Greg Kohs
AlphaGo is a 2017 documentary directed by Greg Kohs about the Google DeepMind Challenge Match with top-ranked Go player Lee Sedol. The film presents how
AlphaGo_(film)
Go match in May 2017
AlphaGo versus Ke Jie was a three-game Go match between the computer Go program AlphaGo Master and current world No. 1 ranking player Ke Jie, being part
AlphaGo_versus_Ke_Jie
British AI researcher (born 1976)
award-winning documentary AlphaGo (2017), which chronicles the famous 2016 $1M challenge match in Seoul, South Korea, between Lee Sedol and AlphaGo. In 2026, a book-length
Demis_Hassabis
Video-sharing platform
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
YouTube
Go match in 2015
AlphaGo versus Fan Hui was a five-game Go match between European champion Fan Hui, a 2-dan (out of 9 dan possible) professional, and AlphaGo, a computer
AlphaGo_versus_Fan_Hui
Abstract strategy board game for two players
confident about beating AlphaGo". The Korea Times. 8 March 2016. Retrieved 18 March 2016. "Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol"
Go_(game)
Web browser developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Chrome
American multinational technology company
Google's recent growth in the AI and robotics community. In 2015, DeepMind's AlphaGo became the first computer program to defeat a top human pro at the game
Heuristic search algorithm for evaluating game trees
board with an amateur 2 dan player. Google Deepmind developed the program AlphaGo, which in October 2015 became the first Computer Go program to beat a professional
Monte_Carlo_tree_search
South Korean Go player (born 1983)
match against AlphaGo 2nd match against AlphaGo 3rd match against AlphaGo 4th match against AlphaGo 5th match against AlphaGo AlphaGo (documentary featuring
Lee_Sedol
Search engine from Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Search
Large language model developed by Google
with LaMDA and Bard. Hassabis highlighted the strengths of DeepMind's AlphaGo program, which gained worldwide attention in 2016 when it defeated Go champion
Gemini_(language_model)
Chatbot developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Gemini
Game-playing artificial intelligence
games of chess, shogi and go. This algorithm uses an approach similar to AlphaGo Zero. On December 5, 2017, the DeepMind team released a preprint paper
AlphaZero
Intelligence of machines
Brad Rutter and Ken Jennings, by a significant margin. In March 2016, AlphaGo won 4 out of 5 games of Go in a match with Go champion Lee Sedol, becoming
Artificial_intelligence
2017 research paper by Google
Google Brain Google DeepMind Computer programs AlphaGo Versions AlphaGo (2015) Master (2016) AlphaGo Zero (2017) AlphaZero (2017) MuZero (2019) Competitions
Attention_Is_All_You_Need
Computer scientist and researcher
leading reinforcement learning research. He notably led the development of AlphaGo and AlphaZero. He studied at Christ's College, Cambridge, graduating in
David Silver (computer scientist)
David_Silver_(computer_scientist)
Web mapping service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Maps
3D Internet global map program
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Earth
Computer scientist (born 1986)
reasoning models, GPT models, and contributions to CLIP, DALL-E, and AlphaGo. With Alex Krizhevsky and Geoffrey Hinton, he co-created AlexNet, a convolutional
Ilya_Sutskever
Open-source Go (game) engine
as OGS (the Online Go Server). Based on techniques used by DeepMind's AlphaGo Zero, KataGo implements Monte Carlo tree search with a convolutional neural
KataGo
American international technology company
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Alphabet_Inc.
Multilingual neural machine translation service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Translate
2017 Google public event in China
of the World Internet Conference. It featured five Go games involving AlphaGo and top Chinese Go players, as well as a forum on the future of AI. It
Future_of_Go_Summit
Chess-playing computer made by IBM
other complex board games with competitive communities. The AlphaGo series (AlphaGo, AlphaGo Zero, AlphaZero) defeated top Go players in 2016–2017. Computer
Deep_Blue_(chess_computer)
Email service provided by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Gmail
2023 novel by Benjamín Labatut
the history of artificial intelligence, and Lee Sedol's Go match against AlphaGo. The book received mostly positive reviews from critics. John von Neumann
The_MANIAC
Brand of smart laptops created by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Googlebook
Photo storage service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Photos
Linux-based operating system developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
ChromeOS
Chinese-born French Go player (born 1981)
Hui was hired to advise the AlphaGo team and provided a "sanity check" on Go theory. He served as a judge for the AlphaGo versus Lee Sedol match and observed
Fan_Hui
2014 video game
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Dinosaur_Game
Public collegiate university in England
artificial intelligence subsidiary company of Alphabet Inc responsible for AlphaGo and Sophie Wilson and Steve Furber, co-founders of ARM, a British semiconductor
University_of_Cambridge
American businessman (born 1973)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Larry_Page
American business executive (1968–2024)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Susan_Wojcicki
professional player base and a well-established competitive rating system. AlphaGo brought the era of classical board-game benchmarks to a close when Artificial
Progress in artificial intelligence
Progress_in_artificial_intelligence
ladder, White ultimately resigned. In October 2015, the computer program AlphaGo became the first artificial intelligence program to defeat a professional
List_of_Go_games
Chinese Go player (born 1997)
do next with AlphaGo. In early January 2017, Ke Jie played three unofficial online games against "Master", an updated version of AlphaGo, losing all three
Ke_Jie
American businessman and software engineer (born 1955)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Eric_Schmidt
Taiwanese computer scientist
of AlphaGo project in 2014. He is one of the first authors of DeepMind's paper on AlphaGo Fan in 2016 and a major author of the paper on AlphaGo Zero
Aja_Huang
Online tool for synthesizing documents
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
NotebookLM
Digital application and media distribution service by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Play
1996 and 1997 chess matches
AlphaGo program defeated the European Go champion Fan Hui in a private match. It then surprisingly defeated top-ranked Lee Sedol in the match AlphaGo
Deep Blue versus Garry Kasparov
Deep_Blue_versus_Garry_Kasparov
Sedol’s move 78 in the fourth game of his 2016 challenge match against AlphaGo, a computer Go program developed by DeepMind, which was first described
List_of_Go_terms
List of Android operating system versions
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Android_version_history
Blended learning platform by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Classroom
Short-form section of video-sharing platform
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
YouTube_Shorts
2020. Retrieved 27 September 2020. Hassabis, Demis (27 January 2016). "AlphaGo: using machine learning to master the ancient game of Go". Google Blog
Timeline of artificial intelligence
Timeline_of_artificial_intelligence
Structured form of play
strategic complexity resisted computation until deep learning advances in AlphaGo. Other ancient games include mancala, a count-and-capture game with Neolithic
Game
American computer scientist, author and futurist (born 1948)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Ray_Kurzweil
Cloud-based presentation software
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Slides
Defunct social networking service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google+
Company logo
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_logo
American computer scientist (born 1973)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Sergey_Brin
Field of artificial intelligence around Go computer programs
acquisition dedicated to AI research, produced AlphaGo in 2015 and announced it to the world in 2016. AlphaGo defeated Lee Sedol, a 9 dan professional, in
Computer_Go
Building under construction in London
Go match in which grandmaster Lee Sedol was defeated by the AI program AlphaGo, whose designers Google DeepMind will be among the teams to move into the
Platform_37
British public relations executive (born 1968)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Rachel_Whetstone
Cloud storage and file synchronization service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Drive
Image recognition tool developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Lens
AI-assisted coding environment
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Antigravity
Series of language models developed by Google AI
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
BERT_(language_model)
Canny edge detector GrabCut RANSAC Scale-invariant feature transform AlphaGo AlphaGo Zero AlphaZero MuZero TD-Gammon Wikibooks has a book on the topic of:
List of artificial intelligence algorithms
List_of_artificial_intelligence_algorithms
Open-source web browser project
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Chromium_(web_browser)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
History_of_Google
2026 Android mobile operating system
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Android_17
Cloud-based word processing software
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Docs
level of a human amateur. Google's 2015 AlphaGo was the first AI agent to beat a professional Go player. AlphaGo used a deep learning model to train the
Machine learning in video games
Machine_learning_in_video_games
Subset of artificial intelligence
networks (GANs) which could produce realistic synthetic data. By 2016 AlphaGo had won against top human players in Go using reinforcement learning techniques
Machine_learning
Philosophical theory
by those rules tacitly applied but not explicitly understood by humans. AlphaGo program built by the Google subsidiary DeepMind is an example of how advances
Polanyi's_paradox
Series of activity tracker devices by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Fitbit
Email service developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Inbox_by_Gmail
Interactive street panorama technology
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Street_View
British-Canadian computer scientist (born 1947)
(18 March 2016). "Geoffrey Hinton, the 'godfather' of deep learning, on AlphaGo". Maclean's. Archived from the original on 6 March 2020. Retrieved 28 March
Geoffrey_Hinton
CEO of Alphabet Inc. and Google (born 1972)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Sundar_Pichai
Indian train tracking application
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Where_Is_My_Train
American video hosting service
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Vevo
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
List_of_Google_Easter_eggs
Ranking system used in East Asia
Jubango Tournaments World champions Games and matches AlphaGo vs. Fan Hui AlphaGo vs. Ke Jie AlphaGo vs. Lee Sedol Atomic bomb game Blood-vomiting game Ear-reddening
Dan_(rank)
Branch of machine learning
games using only pixels as data input. In 2015 they demonstrated their AlphaGo system, which learned the game of Go well enough to beat a professional
Deep_learning
in 2001, invested by Tongyang Group and JoongAng Ilbo. In October 2015, AlphaGo from DeepMind beat the 2013, 2014, 2015 and 2016 European Go champion Fan
Tygem
Online video editing application
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Vids
Change to Google's logo on anniversaries and special days
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Doodle
Machine-learned bot project using the video game Dota 2
and defeating humans, such as AlphaStar in the video game StarCraft II, AlphaGo in the board game Go, Deep Blue in chess, and Watson on the television
OpenAI_Five
learning would be become highly influential in the 21st century, used in both AlphaGo and AlphaZero. The business community's fascination with AI rose and fell
History of artificial intelligence
History_of_artificial_intelligence
Google Doodle version of Pac-Man, a 1980 maze video game
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Pac-Man_Google_Doodle
Smart contact lens project
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Contact_Lens
American business executive (born 1973)
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Neal_Mohan
Israeli-American cloud information security company
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Wiz,_Inc.
Large language model developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
PaLM
Video-conferencing software developed by Google
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Meet
Internet top-level domain for software developers
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
.dev
Optical head-mounted computer glasses
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Google_Glass
Abstract strategy board game
Jubango Tournaments World champions Games and matches AlphaGo vs. Fan Hui AlphaGo vs. Ke Jie AlphaGo vs. Lee Sedol Atomic bomb game Blood-vomiting game Ear-reddening
Capture_go
Principle in artificial intelligence
include grandmaster knowledge directly. Likewise in the game of Go, the AlphaGo algorithm that surpassed human performance relied much less on expert skill
Bitter_lesson
2025 Android mobile operating system
Year in Search YouTube Rewind 2018 2019 Events AlphaGo versus Fan Hui AlphaGo versus Lee Sedol AlphaGo versus Ke Jie Android Developer Challenge Android
Android_16
Jubango Tournaments World champions Games and matches AlphaGo vs. Fan Hui AlphaGo vs. Ke Jie AlphaGo vs. Lee Sedol Atomic bomb game Blood-vomiting game Ear-reddening
Shinfuseki
ALPHAGO
ALPHAGO
ALPHAGO
ALPHAGO
Boy/Male
Hindu, Indian, Punjabi, Sikh
God's Noble Person
Girl/Female
Assamese, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
Woman with Intoxicating Eyes
Boy/Male
Christian & English(British/American/Australian)
From the Farm or Moor
Girl/Female
Indian
Worshipped, Blessing of Lord Ganesh
Girl/Female
Hindu, Indian, Telugu
Expert; Charactor
Girl/Female
German
Mistress of all.
Biblical
witness of God
Biblical
their bird, their covering
Boy/Male
Australian, French, Indian, Sikh
First
Girl/Female
Muslim
Happy, Delighted when seeing others
ALPHAGO
ALPHAGO
ALPHAGO
ALPHAGO
ALPHAGO