Rémi Coulom
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Rémi Coulom
Rémi Coulom (born 1974) is a French computer scientist, once an assistant professor of computer science at the Lille 3 University, and the developer of Crazy Stone (software), Crazy Stone, a computer Go program. In 2006, Rémi Coulom described the application of the Monte Carlo method to game-tree search and coined the term Monte Carlo tree search in his paper, “Efficient Selectivity and Backup Operators in Monte-Carlo Tree Search.” He was one of the research supervisors of Aja Huang, who later led the Google DeepMind team that developed AlphaGo. Coulom developed the Whole History Rating system and founded goratings.org, a website providing unofficial historical ratings of Go players in the world. References External links *Rémi Coulom's Go ratings
{{DEFAULTSORT:Coulom, Remi 1974 births Living people French computer scientists Go (game) researchers ...
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Nature (journal)
''Nature'' is a British weekly scientific journal founded and based in London, England. As a multidisciplinary publication, ''Nature'' features peer-reviewed research from a variety of academic disciplines, mainly in science and technology. It has core editorial offices across the United States, continental Europe, and Asia under the international scientific publishing company Springer Nature. ''Nature'' was one of the world's most cited scientific journals by the Science Edition of the 2019 '' Journal Citation Reports'' (with an ascribed impact factor of 42.778), making it one of the world's most-read and most prestigious academic journals. , it claimed an online readership of about three million unique readers per month. Founded in autumn 1869, ''Nature'' was first circulated by Norman Lockyer and Alexander Macmillan as a public forum for scientific innovations. The mid-20th century facilitated an editorial expansion for the journal; ''Nature'' redoubled its efforts in ...
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The News Lens
''The News Lens'' (TNL) is an independent digital media based in Taiwan, founded by Joey Chung and Mario Yang in 2013, with multilingual versions in Chinese, English and Japanese. It provides the digital natives with inclusive, in-depth, diverse, and highly influential content on international issues and local topics in Taiwan, Hong Kong, Southeast Asia, and Japan. It has content partnerships with outlets such as BBC, Time, Fortune, DW, WIRED, Nippon.com, and Foreign Policy. Article categories include politics, economics, technology, society, life, and more. The News Lens is part of TNL Media Group, one of the fastest-growing media, digital advertising, and data analytics platforms for the Asian market. The Group also owns several brands, including INSIDE, Sports Vision, Cool3c, every little d, Becoming Aces, Agent Movie, Ohsowow, and Business Yee. From 2019 to 2021, through several mergers and acquisitions, TNL Media Group has successfully expanded into AI, big data, market re ...
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Living People
Related categories * :Year of birth missing (living people) / :Year of birth unknown * :Date of birth missing (living people) / :Date of birth unknown * :Place of birth missing (living people) / :Place of birth unknown * :Year of death missing / :Year of death unknown * :Date of death missing / :Date of death unknown * :Place of death missing / :Place of death unknown * :Missing middle or first names See also * :Dead people * :Template:L, which generates this category or death years, and birth year and sort keys. : {{DEFAULTSORT:Living people 21st-century people People by status ...
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1974 Births
Major events in 1974 include the aftermath of the 1973 oil crisis and the resignation of United States President Richard Nixon following the Watergate scandal. In the Middle East, the aftermath of the 1973 Yom Kippur War determined politics; following Israeli Prime Minister Golda Meir's resignation in response to high Israeli casualties, she was succeeded by Yitzhak Rabin. In Europe, the invasion and occupation of northern Cyprus by Turkish troops initiated the Cyprus dispute, the Carnation Revolution took place in Portugal, and Chancellor of West Germany Willy Brandt resigned following an espionage scandal surrounding his secretary Günter Guillaume. In sports, the year was primarily dominated by the FIFA World Cup in West Germany, in which the German national team won the championship title, as well as The Rumble in the Jungle, a boxing match between Muhammad Ali and George Foreman in Zaire. Events January–February * January 26 – Bülent Ecevit of CHP forms the ne ...
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Go Players
This article gives an overview of well-known professional and amateur players of the board game Go throughout the ages. The page has been divided into sections based on the era in which the Go players played and the country in which they played. As this was not necessarily their country of birth, a flag of that country precedes every player's name. For a complete list of player articles, see :Go players. The important dates that this separation is based on are: * The establishment of the Four go houses at the start of the Tokugawa Shogunate. * The demise of the houses in the Meiji Period (end 19th century) followed by their replacement by the Nihon Kiin in 1924. * The start of international tournament Go in 1989 A Japanese census on Go players performed in 2002 estimates that over 24 million people worldwide play Go, most of whom live in Asia. Most of the players listed on this article are professionals, though some top level amateurs have been included. Players famous for ...
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Russian Go Federation
Russian(s) refers to anything related to Russia, including: *Russians (, ''russkiye''), an ethnic group of the East Slavic peoples, primarily living in Russia and neighboring countries *Rossiyane (), Russian language term for all citizens and people of Russia, regardless of ethnicity *Russophone, Russian-speaking person (, ''russkogovoryashchy'', ''russkoyazychny'') * Russian language, the most widely spoken of the Slavic languages * Russian alphabet * Russian cuisine *Russian culture *Russian studies Russian may also refer to: *Russian dressing *''The Russians'', a book by Hedrick Smith *Russian (comics), fictional Marvel Comics supervillain from ''The Punisher'' series *Russian (solitaire), a card game * "Russians" (song), from the album ''The Dream of the Blue Turtles'' by Sting *"Russian", from the album ''Tubular Bells 2003'' by Mike Oldfield *"Russian", from the album '' '' by Caravan Palace *Nik Russian, the perpetrator of a con committed in 2002 *The South African name for ...
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AlphaGo
AlphaGo is a computer program that plays the board game Go. It was developed by DeepMind Technologies a subsidiary of Google (now Alphabet Inc.). Subsequent versions of AlphaGo became increasingly powerful, including a version that competed under the name Master. After retiring from competitive play, AlphaGo Master was succeeded by an even more powerful version known as AlphaGo Zero, which was completely self-taught without learning from human games. AlphaGo Zero was then generalized into a program known as AlphaZero, which played additional games, including chess and shogi. AlphaZero has in turn been succeeded by a program known as MuZero which learns without being taught the rules. AlphaGo and its successors use a Monte Carlo tree search algorithm to find its moves based on knowledge previously acquired by machine learning, specifically by an artificial neural network (a deep learning method) by extensive training, both from human and computer play. A neural network is ...
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Google DeepMind
DeepMind Technologies is a British artificial intelligence subsidiary of Alphabet Inc. and research laboratory founded in 2010. DeepMind was acquired by Google in 2014 and became a wholly owned subsidiary of Alphabet Inc, after Google's restructuring in 2015. The company is based in London, with research centres in Canada, France, and the United States. DeepMind has created a neural network that learns how to play video games in a fashion similar to that of humans, as well as a Neural Turing machine, or a neural network that may be able to access an external memory like a conventional Turing machine, resulting in a computer that mimics the short-term memory of the human brain. DeepMind made headlines in 2016 after its AlphaGo program beat a human professional Go player Lee Sedol, a world champion, in a five-game match, which was the subject of a documentary film. A more general program, AlphaZero, beat the most powerful programs playing go, chess and shogi (Japanese chess ...
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Jaap Van Den Herik
Hendrik Jacob (Jaap) van den Herik (born 8 October 1947 in Rotterdam) is a Dutch computer scientist, and professor at the University of Leiden, known for his contribution in the fields of computer chess and artificial intelligence. Biography Van den Herik studied mathematics at the Vrije Universiteit Amsterdam, where he obtained his MA in 1974, cum laude. In 1983 he obtained his PhD with the thesis, entitled "Computer Chess, chess and artificial intelligence", under supervision of Henk Lombaers, Adriaan de Groot and Joop Doorman. After his graduation in 1974 Van den Herik had started his academic career at the Vrije Universiteit Amsterdam as researcher. In 1975 he became assistant professor at the Delft University of Technology. After serving at the School of Computer Science from McGill University in Montreal, Canada from 1987 to 2008, he was appointed professor at the University of Maastricht been. Since 1991 he is also affiliated with the University of Leiden. From 2008 t ...
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Wired
''Wired'' (stylized as ''WIRED'') is a monthly American magazine, published in print and online editions, that focuses on how emerging technologies affect culture, the economy, and politics. Owned by Condé Nast, it is headquartered in San Francisco, California, and has been in publication since March/April 1993. Several spin-offs have been launched, including '' Wired UK'', ''Wired Italia'', ''Wired Japan'', and ''Wired Germany''. From its beginning, the strongest influence on the magazine's editorial outlook came from founding editor and publisher Louis Rossetto. With founding creative director John Plunkett, Rossetto in 1991 assembled a 12-page prototype, nearly all of whose ideas were realized in the magazine's first several issues. In its earliest colophons, ''Wired'' credited Canadian media theorist Marshall McLuhan as its " patron saint". ''Wired'' went on to chronicle the evolution of digital technology and its impact on society. ''Wired'' quickly became recogni ...
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Monte Carlo Tree Search
In computer science, Monte Carlo tree search (MCTS) is a heuristic search algorithm for some kinds of decision processes, most notably those employed in software that plays board games. In that context MCTS is used to solve the game tree. MCTS was combined with neural networks in 2016 and has been used in multiple board games like Chess, Shogi, Checkers, Backgammon, Contract Bridge, Computer Go, Scrabble, and Clobber as well as in turn-based-strategy video games (such as Total War: Rome II's implementation in the high level campaign AI). History Monte Carlo method The Monte Carlo method, which uses random sampling for deterministic problems which are difficult or impossible to solve using other approaches, dates back to the 1940s. In his 1987 PhD thesis, Bruce Abramson combined minimax search with an ''expected-outcome model'' based on random game playouts to the end, instead of the usual static evaluation function. Abramson said the expected-outcome model "is shown t ...
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Game-tree Search
In the context of Combinatorial game theory, which typically studies sequential games with perfect information, a game tree is a graph representing all possible game states within such a game. Such games include well-known ones such as chess, checkers, Go, and tic-tac-toe. This can be used to measure the complexity of a game, as it represents all the possible ways a game can pan out. Due to the large game trees of complex games such as chess, algorithms that are designed to play this class of games will use partial game trees, which makes computation feasible on modern computers. Various methods exist to solve game trees. If a complete game tree can be generated, a deterministic algorithm, such as backward induction or retrograde analysis can be used. Randomized algorithms and minimax algorithms such as MCTS can be used in cases where a complete game tree is not feasible. Understanding the game tree To better understand the game tree, it can be thought of as a technique for ...
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