AlphaStar (software)
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AlphaStar (software)
''For the broadcasting service: AlphaStar (satellite broadcasting service)'' AlphaStar is a computer program by DeepMind that plays the video game ''StarCraft II''. It was unveiled to the public by name in January 2019. In a significant milestone for artificial intelligence, AlphaStar attained Grandmaster status in August 2019. Background Games created for humans are considered to have external validity as benchmarks of progress in artificial intelligence. IBM's chess-playing Deep Blue (1997) and DeepMind's AlphaGo (2016) were considered major milestones; some argue that ''StarCraft'' would also be a major milestone, due to ''StarCraft's'' "real-time play, partial observability, no single dominant strategy, complex rules that make it hard to build a fast forward model, and a particularly large and varied action space." Though difficult, ''StarCraft'' may still be tractable with current technology because "its rules are known and the world is discrete with only a few types of ...
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AlphaStar (satellite Broadcasting Service)
''For the AI software: AlphaStar (software)'' AlphaStar Digital Television was a direct-to-home satellite broadcasting service for the United States market developed by Canadian firm Tee-Comm Electronics. It was the first direct-to-home satellite broadcasting service in the United States to use the internationally accepted DVB-S broadcasting standard and used 39" satellite dish receivers. Its service launched in July 1996, but was discontinued completely by September 1997 with 40,000 subscribers as the company went through bankruptcy proceedings. The American assets of AlphaStar was used under the auspices of the Champion Telecom Platform which used to own the AlphaStar brand. AlphaStar would also have alleviated a shortage of Canadian satellite capacity by using foreign (US) satellite capacity to fill Canadian needs—indeed this was a requirement for the Canadian company to obtain its license from Canada to commence broadcasting. Tee-Comm, the parent company of AlphaStar had or ...
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BlizzCon
BlizzCon is an annual gaming convention held by Blizzard Entertainment to promote its major franchises including ''Warcraft'', ''StarCraft'', '' Diablo'', '' Hearthstone'', ''Heroes of the Storm,'' and ''Overwatch''. The first BlizzCon was held in October 2005, and since then, all of the conventions have been held at the Anaheim Convention Center in Anaheim, California, in the same metropolitan area as Blizzard's headquarters in Irvine. The convention features game-related announcements, previews of upcoming Blizzard Entertainment games and content, Q&A sessions and panels, costume contests, and playable versions of various Blizzard games. The closing night has featured concerts by The Offspring, Tenacious D, Foo Fighters, Ozzy Osbourne, Blink-182, Metallica, Linkin Park, "Weird Al" Yankovic, and Muse. A similar event was the Blizzard Worldwide Invitational, held outside the U.S. from 2004 to 2008. Pricing Tickets for the BlizzCon events in 2005, 2007 and 2008 were for admi ...
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Dota 2
''Dota 2'' is a 2013 multiplayer online battle arena (MOBA) video game by Valve. The game is a sequel to ''Defense of the Ancients'' (''DotA''), a community-created mod for Blizzard Entertainment's '' Warcraft III: Reign of Chaos.'' ''Dota 2'' is played in matches between two teams of five players, with each team occupying and defending their own separate base on the map. Each of the ten players independently controls a powerful character known as a "hero" that all have unique abilities and differing styles of play. During a match players collect experience points and items for their heroes to successfully defeat the opposing team's heroes in player versus player combat. A team wins by being the first to destroy the other team's "Ancient", a large structure located within their base. Development of ''Dota 2'' began in 2009 when IceFrog, lead designer of ''Defense of the Ancients'', was hired by Valve to create a modernized remake for them in the Source game engine. It was re ...
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OpenAI Five
OpenAI Five is a computer program by OpenAI that plays the five-on-five video game ''Dota 2''. Its first public appearance occurred in 2017, where it was demonstrated in a live one-on-one game against the professional player, Dendi, who lost to it. The following year, the system had advanced to the point of performing as a full team of five, and began playing against and showing the capability to defeat professional teams. By choosing a game as complex as ''Dota 2'' to study machine learning, OpenAI thought they could more accurately capture the unpredictability and continuity seen in the real world, thus constructing more general problem-solving systems. The algorithms and code used by OpenAI Five were eventually borrowed by another neural network in development by the company, one which controlled a physical robotic hand. OpenAI Five has been compared to other similar cases of artificial intelligence (AI) playing against and defeating humans, such as AlphaStar in the video game ...
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AlphaZero
AlphaZero is a computer program developed by artificial intelligence research company DeepMind to master the 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 introducing AlphaZero, which within 24 hours of training achieved a superhuman level of play in these three games by defeating world-champion programs Stockfish, elmo, and the three-day version of AlphaGo Zero. In each case it made use of custom tensor processing units (TPUs) that the Google programs were optimized to use. AlphaZero was trained solely via self-play using 5,000 first-generation TPUs to generate the games and 64 second-generation TPUs to train the neural networks, all in parallel, with no access to opening books or endgame tables. After four hours of training, DeepMind estimated AlphaZero was playing chess at a higher Elo rating than Stockfish 8; after nine hours of training, the algorithm defeated Stockf ...
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Noel Sharkey
Noel Sharkey (born 14 December 1948) is a computer scientist born in Belfast, Northern Ireland. He is best known to the British public for his appearances on television as an expert on robotics; including the BBC Two television series '' Robot Wars'' and ''Techno Games'', and co-hosting '' Bright Sparks'' for BBC Northern Ireland. He is emeritus professor of artificial intelligence and robotics at the University of Sheffield. Sharkey chairs the International Committee for Robot Arms Control, an NGO that is seeking an International treaty to prohibit the development and use of autonomous robot weapons – weapons that once launched can select human targets and kill them without human intervention. He is co-founder and co-director of the Foundation for Responsible Robotics. Sharkey is the founding editor of the academic journal ''Connection Science'', and an editor for ''Artificial Intelligence Review'' and ''Robotics and Autonomous Systems''. Career Sharkey held a chair in t ...
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Gary Marcus
Gary F. Marcus (born February 8, 1970) is a professor emeritus of psychology and neural science at New York University. In 2014 he founded Geometric Intelligence, a machine-learning company later acquired by Uber. Marcus's books include '' Guitar Zero,'' which appeared on the ''New York Times'' Best Seller list, and ''Kluge,'' which was a ''New York Times'' Editors' Choice. Marcus challenges connectionist theories which rely on random connections and argues instead that neurons can be put together into circuits that do things such as process rules or process structured representations. He hypothesizes that a small number of genes account for the functioning of the intricate human brain. He criticizes the use of massive amounts of data to build artificial intelligence systems, arguing: "If we are to build artificial general intelligence, we are going to need to learn something from humans, how they reason and understand the physical world, and how they represent and acquire lang ...
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The Guardian
''The Guardian'' is a British daily newspaper. It was founded in 1821 as ''The Manchester Guardian'', and changed its name in 1959. Along with its sister papers ''The Observer'' and ''The Guardian Weekly'', ''The Guardian'' is part of the Guardian Media Group, owned by the Scott Trust. The trust was created in 1936 to "secure the financial and editorial independence of ''The Guardian'' in perpetuity and to safeguard the journalistic freedom and liberal values of ''The Guardian'' free from commercial or political interference". The trust was converted into a limited company in 2008, with a constitution written so as to maintain for ''The Guardian'' the same protections as were built into the structure of the Scott Trust by its creators. Profits are reinvested in journalism rather than distributed to owners or shareholders. It is considered a newspaper of record in the UK. The editor-in-chief Katharine Viner succeeded Alan Rusbridger in 2015. Since 2018, the paper's main news ...
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Financial Times
The ''Financial Times'' (''FT'') is a British daily newspaper printed in broadsheet and published digitally that focuses on business and economic current affairs. Based in London, England, the paper is owned by a Japanese holding company, Nikkei, with core editorial offices across Britain, the United States and continental Europe. In July 2015, Pearson sold the publication to Nikkei for £844 million (US$1.32 billion) after owning it since 1957. In 2019, it reported one million paying subscriptions, three-quarters of which were digital subscriptions. The newspaper has a prominent focus on financial journalism and economic analysis over generalist reporting, drawing both criticism and acclaim. The daily sponsors an annual book award and publishes a " Person of the Year" feature. The paper was founded in January 1888 as the ''London Financial Guide'' before rebranding a month later as the ''Financial Times''. It was first circulated around metropolitan London by James Sherid ...
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Wired UK
''Wired UK'' is a bimonthly magazine that reports on the effects of science and technology. It covers a broad range of topics including design, architecture, culture, the economy, politics and philosophy. Owned by Condé Nast Publications, it is published in London and is an offshoot of the original American ''Wired''. History Earlier version (mid–1990s) The magazine's current incarnation follows an earlier attempt at a British edition of ''Wired'' which ran from April 1995 until March 1997. It was initially created as a joint venture with the Guardian Media Group and ''Wired US''s then owners, Wired Ventures, but that incarnation lasted only three or four issues, due to a culture clash between the two parties and low sales figures of 25,000 per month. Wired Ventures then ran the UK edition alone, with an almost entirely new staff, until the magazine was closed with the March 1997 issue, when sales were at 40,000 magazines per month. Current version (2009–present) The ...
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Stuart J
Stuart may refer to: Names *Stuart (name), a given name and surname (and list of people with the name) Automobile *Stuart (automobile) Places Australia Generally *Stuart Highway, connecting South Australia and the Northern Territory Northern Territory *Stuart, the former name for Alice Springs (changed 1933) * Stuart Park, an inner city suburb of Darwin * Central Mount Stuart, a mountain peak Queensland *Stuart, Queensland, a suburb of Townsville *Mount Stuart, Queensland, a suburb of Townsville *Mount Stuart (Queensland), a mountain South Australia *Stuart, South Australia, a locality in the Mid Murray Council *Electoral district of Stuart, a state electoral district *Hundred of Stuart, a cadastral unit Canada * Stuart Channel, a strait in the Gulf of Georgia region of British Columbia United Kingdom *Castle Stuart United States * Stuart, Florida *Stuart, Iowa *Stuart, Nebraska *Stuart, Oklahoma *Stuart, Virginia *Stuart Township, Holt County, Nebraska * ...
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David Silver (computer Scientist)
David Silver (born 1976) is a British computer scientist and businessman who leads the reinforcement learning research group at DeepMind and was lead researcher on AlphaGo, AlphaZero and co-lead on AlphaStar. Education He graduated from the University of Cambridge in 1997 with the Addison-Wesley award, and befriended Demis Hassabis whilst there. Silver returned to academia in 2004 at the University of Alberta to study for a PhD on reinforcement learning, where he co-introduced the algorithms used in the first master-level 9×9 Go programs and graduated in 2009. His version of program ''MoGo'' (co-authored with Sylvain Gelly) was one of the strongest Go programs as of 2009. Career After graduating from university, Silver co-founded the video games company Elixir Studios, where he was CTO and lead programmer, receiving several awards for technology and innovation. Silver was awarded a Royal Society University Research Fellowship in 2011, and subsequently became a lecturer at ...
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