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- Neurogammon abstract "Neurogammon is a computer backgammon program written by Gerald Tesauro at IBM's Thomas J. Watson Research Center. It was the first viable computer backgammon program implemented as a neural net, and set a new standard in computer backgammon play. It won the 1st Computer Olympiad in London in 1989, handily defeating all opponents. Its level of play was that of an intermediate-level human player.Neurogammon contains seven separate neural networks, each with a single hidden layer. One network makes doubling-cube decisions; the other six choose moves at different stages of the game. The networks were trained by backpropagation from transcripts of 400 games in which the author played himself. The author's move was taught as the best move in each position.In 1992, Tesauro completed TD-Gammon, which combined a form of unsupervised learning with the human-designed input features of Neurogammon, and played at the level of a world-class human tournament player.".
- Neurogammon wikiPageID "26265790".
- Neurogammon wikiPageLength "1734".
- Neurogammon wikiPageOutDegree "11".
- Neurogammon wikiPageRevisionID "688358110".
- Neurogammon wikiPageWikiLink Artificial_neural_network.
- Neurogammon wikiPageWikiLink Backgammon.
- Neurogammon wikiPageWikiLink Backpropagation.
- Neurogammon wikiPageWikiLink Category:Backgammon.
- Neurogammon wikiPageWikiLink Computer.
- Neurogammon wikiPageWikiLink Computer_Olympiad.
- Neurogammon wikiPageWikiLink Gerald_Tesauro.
- Neurogammon wikiPageWikiLink IBM.
- Neurogammon wikiPageWikiLink TD-Gammon.
- Neurogammon wikiPageWikiLink Thomas_J._Watson_Research_Center.
- Neurogammon wikiPageWikiLink Unsupervised_learning.
- Neurogammon wikiPageWikiLinkText "Neurogammon".
- Neurogammon wikiPageUsesTemplate Template:Main.
- Neurogammon wikiPageUsesTemplate Template:Reflist.
- Neurogammon subject Category:Backgammon.
- Neurogammon hypernym Program.
- Neurogammon type Work.
- Neurogammon comment "Neurogammon is a computer backgammon program written by Gerald Tesauro at IBM's Thomas J. Watson Research Center. It was the first viable computer backgammon program implemented as a neural net, and set a new standard in computer backgammon play. It won the 1st Computer Olympiad in London in 1989, handily defeating all opponents. Its level of play was that of an intermediate-level human player.Neurogammon contains seven separate neural networks, each with a single hidden layer.".
- Neurogammon label "Neurogammon".
- Neurogammon sameAs Q7002220.
- Neurogammon sameAs m.0b75qfp.
- Neurogammon sameAs Q7002220.
- Neurogammon wasDerivedFrom Neurogammon?oldid=688358110.
- Neurogammon isPrimaryTopicOf Neurogammon.