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<ref>[[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2018'''). ''[http://science.sciencemag.org/content/362/6419/1140 A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play]''. [https://en.wikipedia.org/wiki/Science_(journal) Science], Vol. 362, No. 6419</ref>,
the goal to train a [[Neural Networks#Deep|deep]] [[Neural Networks#Convolutional|convolutional neural network]] to play [[Crazyhouse]] trained by [[Supervised Learning|supervised learning]] on human data - the initial version of CrazyAra entirely written in [[Python]] <ref>[https://github.com/QueensGambit/CrazyAra GitHub - QueensGambit/CrazyAra: A Deep Learning UCI-Chess Variant Engine written in C++ & Python]</ref>.
In December 2018, CrazyAra won an five game Crazyhouse online-match versus [https://en.wikipedia.org/wiki/Justin_Tan Justin Tan] aka JannLee with 4 to 1 <ref>[https://lichess.org/study/uAJmnF3w CrazyAra Crazyhouse]</ref> <ref>[https://www.informatik.tu-darmstadt.de/fb20/aktuelles_fb20/fb20_neuigkeiten/neuigkeiten_fb20_details_145920.de.jsp Schachmatt durch „CrazyAra“ – Informatik – Technische Universität Darmstadt], February 19, 2019 (German)</ref>.
As subject of his master thesis <ref>[[Johannes Czech]] ('''2019'''). ''Deep Reinforcement Learning for Crazyhouse''. Master thesis, [[Darmstadt University of Technology|TU Darmstadt]], [https://ml-research.github.io/papers/czech2019deep.pdf pdf]</ref>,
Johannes Czech continued the development in porting the engine to [[Cpp|C++]] and to further apply [[Reinforcement Learning|reinforcement learning]] to Crazyhouse and other chess variants including [[Chess960]].
* [https://github.com/QueensGambit/CrazyAra/wiki Home · QueensGambit/CrazyAra Wiki · GitHub]
* [https://github.com/QueensGambit/CrazyAra-Engine GitHub - QueensGambit/CrazyAra-Engine: CrazyAra - A Deep Learning UCI-Chess Variant Engine written in C++]
* [https://www.informatik.tu-darmstadt.de/fb20/aktuelles_fb20/fb20_neuigkeiten/neuigkeiten_fb20_details_145920.de.jsp Schachmatt durch „CrazyAra“ – Informatik – Technische Universität Darmstadt], February 19, 2019 (German)* [https://nachrichten.idw-online.de/2019/02/19/schachmatt-durch-crazyara-kuenstliche-intelligenz-schlaegt-mehrfachen-weltmeister-im-einsetzschach/ Schachmatt durch CrazyAra: Künstliche Intelligenz schlägt mehrfachen Weltmeister im Einsetzschach] by [[Kristian Kersting]], [https://en.wikipedia.org/wiki/Informationsdienst_Wissenschaft Informationsdienst Wissenschaft], February 19, 2019 (German)* [https://www.echo-online.de/lokales/darmstadt/darmstadter-studenten-entwickeln-schach-bot_20056672 Darmstädter Studenten entwickeln Schach-Bot] by Karin Walz, [https://dewww.wikipediaecho-online.org/wikide/Darmst%C3%A4dter_Echo Echo], April 02, 2019 (German)
==Misc==
* [https://en.wikipedia.org/wiki/Ara_(bird) Ara (bird) from Wikipedia]
