Google self-evolving AlphaZero artificial intelligence program mastered chess from scratch in 4 hours, DeepMind AI Lab: Rich Murray 2017.12.11
https://futurism.com/4-hours-googles-ai-mastered-chess-knowledge-history/ Chess isn’t an easy game, by human standards. But for an artificial intelligence powered by a formidable, almost alien mindset, the trivial diversion can be mastered in a few spare hours. In a new paper, Google researchers detail how their latest AI evolution, AlphaZero, developed “superhuman performance” in chess, taking just four hours to learn the rules before obliterating the world champion chess program, Stockfish. In other words, all of humanity’s chess knowledge – and beyond – was absorbed and surpassed by an AI in about as long as it takes to drive from New York City to Washington, DC. After being programmed with only the rules of chess (no strategies), in just four hours AlphaZero had mastered the game to the extent it was able to best the highest-rated chess-playing program Stockfish. In a series of 100 games against Stockfish, AlphaZero won 25 games while playing as white (with first mover advantage), and picked up three games playing as black. The rest of the contests were draws, with Stockfish recording no wins and AlphaZero no losses. http://www.telegraph.co.uk/science/2017/12/06/entire- human-chess-knowledge-learned-surpassed-deepminds-alphazero/ https://www.sciencealert.com/new-self-learning-ai-is-like- an-alien-civilisation-inventing-its-own-mathematics https://arxiv.org/pdf/1712.01815.pdf http://www.kurzweilai.net/alphazeros-alien-superhuman- level-program-masters-chess-in-24-hours-with-no-domain-knowledge Rich Murray rmfor...@gmail.com blog rmforall.blogspot.com Imperial Beach, 10 miles S of San Diego, California <#m_-5781226881282422200_DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2>
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