Issue > 인공지능(AI)의 발전과 현수준 > 구글 딥마인드 알파고 제로 Google DeepMind AlphaGo Zero (2017)

 

Issue > 인공지능(AI)의 발전과 현수준 > 구글 딥마인드 알파고 제로 Google DeepMind AlphaGo Zero (2017)

 

 

 

스스로 바둑 깨우친 '알파고 제로' 나왔다…'AI 신기원'

기사입력 2017.10.19 오전 02:00 최종수정 2017.10.19 오전 02:01

http://sports.news.naver.com/general/news/read.nhn?oid=001&aid=0009616865

 

훈련 시간에 따른 알파고 제로와 알파고 리의 실력 비교 파란 점선이 알파고 리의 실력, 파란 실선이 독학한 알파고 제로의 실력, 보라색 실선이 인간으로부터 배우는 방식으로 바둑을 익힌 알파고 제로의 실력.
[네이처 제공]

 

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Mastering the game of Go without human knowledge
David Silver et al
Nature  550, 354–359 (19 October 2017) doi:10.1038/nature24270
Received  07 April 2017  Accepted  13 September 2017  Published online  18 October 2017
https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html

http://www.readcube.com/articles/10.1038/nature24270

 

AlphaGo's Games

http://www.alphago-games.com/

 

알파고제로 공개기보에 대한 참고사항

http://gall.dcinside.com/board/view/?id=baduk&no=378695

 

 

Artificial intelligence: Learning to play Go from scratch

http://www.nature.com/nature/journal/v550/n7676/full/550336a.html

 

Mastering the game of Go with deep neural networks and tree search

http://www.nature.com/nature/journal/v529/n7587/full/nature16961.html

 

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Intelligent Machines
AlphaGo Zero Shows Machines Can Become Superhuman Without Any Help
An upgraded version of the game-playing AI teaches itself every trick in the Go book, using a new form of machine learning.
by  Will Knight
October 18, 2017
https://www.technologyreview.com/s/609141/alphago-zero-shows-machines-can-become-superhuman-without-any-help/

 

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인간이여, 너희들의 바둑은 끝났다. [알파고 Zero 버전 논문 공개]

http://blog.naver.com/noba1492/221120715867

 

알파고는 스스로 신의 경지에 올랐다
기보 없이 스스로 깨우쳐 40일 만에 '바둑의 신'이 된 알파고 Zero

https://brunch.co.kr/@madlymissyou/18

http://dolhani.tistory.com/m/365

 

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Google > Mastering the game of Go without human knowledge

https://www.google.co.kr/search?source=hp&q=Mastering+the+game+of+Go+without+human+knowledge

 

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Google > AlphaGo Zero

https://www.google.com/search?q=AlphaGo+Zero&oq=AlphaGo+Zero

 

Google > 알파고 Zero

https://www.google.com/search?source=hp&q=%EC%95%8C%ED%8C%8C%EA%B3%A0+Zero

 

Daum > 알파고 Zero

https://search.daum.net/search?nil_suggest=btn&w=tot&DA=SBC&q=%EC%95%8C%ED%8C%8C%EA%B3%A0+Zero

 

Naver > 알파고 Zero

https://search.naver.com/search.naver?query=%EC%95%8C%ED%8C%8C%EA%B3%A0+Zero

 

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AlphaGo Zero: Learning from scratch

https://deepmind.com/blog/alphago-zero-learning-scratch/

 

 

DeepMind

https://deepmind.com/

 

DeepMind > mission

Solve intelligence. Use it to make the world a better place.

https://deepmind.com/about/

 

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Artificial Intelligence

https://en.wikipedia.org/wiki/Artificial_intelligence

 

Machine Learning

https://en.wikipedia.org/wiki/Machine_learning

 

Artificial Neural Network

https://en.wikipedia.org/wiki/Artificial_neural_network

 

Deep Learning

https://en.wikipedia.org/wiki/Deep_learning

http://neuralnetworksanddeeplearning.com/chap1.html

 

Supervised Learning

https://en.wikipedia.org/wiki/Supervised_learning

 

Unsupervised Learning

https://en.wikipedia.org/wiki/Unsupervised_learning

 

Reinforced Learning

https://en.wikipedia.org/wiki/Reinforcement_learning

 

 

[......]

 

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Reinforcement Learning: An Introduction
Richard S. Sutton and Andrew G. Barto
http://incompleteideas.net/sutton/book/ebook/the-book.html
http://incompleteideas.net/sutton/

 

Q learning vs Temporal Difference vs Model based reinforced learning
https://stackoverflow.com/questions/34181056/q-learning-vs-temporal-difference-vs-model-based-reinforced-learning

 

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인공지능의 시대, 창의성이란?

https://brunch.co.kr/@bang1999/160

 

한눈에 보는 실리콘밸리 AI 트렌드

https://brunch.co.kr/@synabreu/12

https://brunch.co.kr/@synabreu/13

https://brunch.co.kr/search?q=구글 딥마인드

 

[......]

 

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책 > Thinking Fast and Slow 생각에 관한 생각 (by Daniel Kahneman 대니얼 카너먼, 2011)

http://linkandgossip.tistory.com/258

 

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Daniel Kahneman

https://en.wikipedia.org/wiki/Daniel_Kahneman

 

Thinking, Fast and Slow

https://en.wikipedia.org/wiki/Thinking,_Fast_and_Slow

 

Prospect theory

https://en.wikipedia.org/wiki/Prospect_theory

전망이론

https://ko.wikipedia.org/wiki/%EC%A0%84%EB%A7%9D%EC%9D%B4%EB%A1%A0

 

Behavioral economics

https://en.wikipedia.org/wiki/Behavioral_economics

행동경제학

https://ko.wikipedia.org/wiki/%ED%96%89%EB%8F%99%EA%B2%BD%EC%A0%9C%ED%95%99

 

 

Jean Piaget

https://en.wikipedia.org/wiki/Jean_Piaget

장 피아제

https://ko.wikipedia.org/wiki/%EC%9E%A5_%ED%94%BC%EC%95%84%EC%A0%9C

Esther Thelen

https://en.wikipedia.org/wiki/Esther_Thelen

Lev Vygotsky

https://en.wikipedia.org/wiki/Lev_Vygotsky

 

Developmental psychology

https://en.wikipedia.org/wiki/Developmental_psychology

발달심리학

https://ko.wikipedia.org/wiki/%EB%B0%9C%EB%8B%AC%EC%8B%AC%EB%A6%AC%ED%95%99

 

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