Leela Zero

Original author(s)Gian-Carlo Pascutto
Developer(s)Gian-Carlo Pascutto
Initial release25 October 2017; 7 years ago (2017-10-25)
Final release
0.17 / 4 April 2019; 5 years ago (2019-04-04)
Repository
Written inC++
TypeGo software
LicenseGPL-3.0
Websitezero.sjeng.org

Leela Zero is a free and open-source computer Go program released on 25 October 2017. It is developed by Belgian programmer Gian-Carlo Pascutto,[1][2][3] the author of chess engine Sjeng and Go engine Leela.[4][5]

Leela Zero's algorithm is based on DeepMind's 2017 paper about AlphaGo Zero.[3][6] Unlike the original Leela, which has a lot of human knowledge and heuristics programmed into it, the program code in Leela Zero only knows the basic rules and nothing more. The knowledge that makes Leela Zero a strong player is contained in a neural network, which is trained based on the results of previous games that the program played.[7]

Leela Zero is trained by a distributed effort, which is coordinated at the Leela Zero website. Members of the community provide computing resources by running the client, which generates self-play games and submits them to the server. The self-play games are used to train newer networks. Generally, over 500 clients have connected to the server to contribute resources.[7] The community has provided high quality code contributions as well.[7]

  1. ^ "Feature: One man's Go program looks to remake AlphaGo Zero - and beyond". Xinhuanet. 9 April 2018. Archived from the original on April 9, 2018. Retrieved 28 April 2018.
  2. ^ "围棋AI"丽拉"获赞接近职业棋手水准，它的作者竟是一个不太会下棋的程序员" (in Chinese). Xinhuanet. 5 February 2018. Archived from the original on 11 February 2018. Retrieved 27 April 2018.
  3. ^ a b "更开放，更共享，比利时围棋AI"丽拉·元"重塑"阿尔法元"" (in Chinese). Xinhuanet. 8 April 2018. Archived from the original on April 9, 2018. Retrieved 27 April 2018.
  4. ^ "프로 수준급 인공지능 바둑 프로그램 '릴라(Leela)' 무료 공개" (in Korean). Baduk News. 23 February 2017. Archived from the original on 6 July 2018. Retrieved 27 April 2018.
  5. ^ "릴라의 출현과 온라인 대국의 비극적인 종말..." (in Korean). Cyberoro. 3 March 2017. Retrieved 27 April 2018.
  6. ^ "leela-zero". GitHub. Retrieved 27 April 2018.
  7. ^ a b c "Gian-Carlo Pascutto - The man behind LeelaZero". European Go Federation. 24 May 2018. Retrieved 27 May 2018.