Blondie24 :: playing at the edge of AI /
Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
San Francisco :
Morgan Kaufmann Publishers,
©2002.
|
| Schriftenreihe: | Evolutionary Computation Ser.
|
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue, the celebrated chess machine that beat Garry Kasparov, the former world champion chess player, this evolutionary program didn't have access to strategies employed by human grand masters, or to databases of moves for the endgame moves, or to other human expertise about the game of chekers. With only the most rudimentary information programmed into its "brain," Blondie24 (the program's Internet username) created its own means of evaluating the complex, changing patterns of pieces that make up a checkers game by evolving artificial neural networks---mathematical models that loosely describe how a brain works. It's fitting that Blondie24 should appear in 2001, the year when we remember Arthur C. Clarke's prediction that one day we would succeed in creating a thinking machine. In this compelling narrative, David Fogel, author and co-creator of Blondie24, describes in convincing detail how evolutionary computation may help to bring us closer to Clarke's vision of HAL. Along the way, he gives readers an inside look into the fascinating history of AI and poses provocative questions about its future. * Brings one of the most exciting areas of AI research to life by following the story of Blondie24's development in the lab through her evolution into an expert-rated checkers player, based on her impressive success in Internet competition. * Explains the foundations of evolutionary computation, simply and clearly. * Presents complex material in an engaging style for readers with no background in computer science or artificial intelligence. * Examines foundational issues surrounding the creation of a thinking machine. * Debates whether the famous Turing Test really tests for intelligence. * Challenges deeply entrenched myths about the successes and implication of some well-known AI experiments * Shows Blondie's moves with checkerboard diagrams that readers can easily follow |
| Beschreibung: | 1 online resource (xvi, 404 pages) : illustrations |
| Format: | Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 0585456615 9780585456614 9781558607835 1558607838 9780080500188 0080500188 |
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| 505 | 0 | |a Acknowledgments -- Introduction -- I : Setting the stage -- Intelligent machines : imitating life ; Deep Blue : a triumph for AI? ; Building an artificial brain ; Evolutionary computation : putting nature to work ; Blue Hawaii : a natural selection ; Checkers ; Chinook : the man-machine checkers champion ; Samuel's learning machine ; Samuel-Newell challenge -- II : Making of Blondie -- Evolving in the checkers environment ; In the zone ; Repeat performance ; New dimension ; Letting the genie out of the bottle ; Blondie24 -- Epilogue : Future of artificial intelligence -- Your honor, I object! | |
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| 533 | |a Electronic reproduction. |b [Place of publication not identified] : |c HathiTrust Digital Library, |d 2010. |5 MiAaHDL | ||
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| contents | Acknowledgments -- Introduction -- I : Setting the stage -- Intelligent machines : imitating life ; Deep Blue : a triumph for AI? ; Building an artificial brain ; Evolutionary computation : putting nature to work ; Blue Hawaii : a natural selection ; Checkers ; Chinook : the man-machine checkers champion ; Samuel's learning machine ; Samuel-Newell challenge -- II : Making of Blondie -- Evolving in the checkers environment ; In the zone ; Repeat performance ; New dimension ; Letting the genie out of the bottle ; Blondie24 -- Epilogue : Future of artificial intelligence -- Your honor, I object! |
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| id | ZDB-4-EBA-ocm52610773 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:15:25Z |
| institution | BVB |
| isbn | 0585456615 9780585456614 9781558607835 1558607838 9780080500188 0080500188 |
| language | English |
| oclc_num | 52610773 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xvi, 404 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Morgan Kaufmann Publishers, |
| record_format | marc |
| series | Evolutionary Computation Ser. |
| series2 | Evolutionary Computation Ser. |
| spelling | Fogel, David B. Blondie24 : playing at the edge of AI / David B. Fogel. Blondie twenty-four Playing at the edge of AI San Francisco : Morgan Kaufmann Publishers, ©2002. 1 online resource (xvi, 404 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Evolutionary Computation Ser. Includes bibliographical references and index. Acknowledgments -- Introduction -- I : Setting the stage -- Intelligent machines : imitating life ; Deep Blue : a triumph for AI? ; Building an artificial brain ; Evolutionary computation : putting nature to work ; Blue Hawaii : a natural selection ; Checkers ; Chinook : the man-machine checkers champion ; Samuel's learning machine ; Samuel-Newell challenge -- II : Making of Blondie -- Evolving in the checkers environment ; In the zone ; Repeat performance ; New dimension ; Letting the genie out of the bottle ; Blondie24 -- Epilogue : Future of artificial intelligence -- Your honor, I object! Print version record. Use copy Restrictions unspecified star MiAaHDL Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue, the celebrated chess machine that beat Garry Kasparov, the former world champion chess player, this evolutionary program didn't have access to strategies employed by human grand masters, or to databases of moves for the endgame moves, or to other human expertise about the game of chekers. With only the most rudimentary information programmed into its "brain," Blondie24 (the program's Internet username) created its own means of evaluating the complex, changing patterns of pieces that make up a checkers game by evolving artificial neural networks---mathematical models that loosely describe how a brain works. It's fitting that Blondie24 should appear in 2001, the year when we remember Arthur C. Clarke's prediction that one day we would succeed in creating a thinking machine. In this compelling narrative, David Fogel, author and co-creator of Blondie24, describes in convincing detail how evolutionary computation may help to bring us closer to Clarke's vision of HAL. Along the way, he gives readers an inside look into the fascinating history of AI and poses provocative questions about its future. * Brings one of the most exciting areas of AI research to life by following the story of Blondie24's development in the lab through her evolution into an expert-rated checkers player, based on her impressive success in Internet competition. * Explains the foundations of evolutionary computation, simply and clearly. * Presents complex material in an engaging style for readers with no background in computer science or artificial intelligence. * Examines foundational issues surrounding the creation of a thinking machine. * Debates whether the famous Turing Test really tests for intelligence. * Challenges deeply entrenched myths about the successes and implication of some well-known AI experiments * Shows Blondie's moves with checkerboard diagrams that readers can easily follow Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010. MiAaHDL Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Evolutionary computation. http://id.loc.gov/authorities/subjects/sh95003989 Computer checkers. http://id.loc.gov/authorities/subjects/sh96004529 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Intelligence artificielle. Apprentissage automatique. Réseaux neuronaux à structure évolutive. Dames électroniques. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computer checkers fast Evolutionary computation fast Machine learning fast Cerveaux électroniques. ram Machines intelligentes. ram Intelligence artificielle. ram has work: Blondie24 (Text) https://id.oclc.org/worldcat/entity/E39PCXgqj9rpKYxxgTVTkFPxpd https://id.oclc.org/worldcat/ontology/hasWork Print version: Fogel, David B. Blondie24. San Francisco : Morgan Kaufmann Publishers, ©2002 1558607838 (DLC) 2001094348 (OCoLC)48549736 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=83633 Volltext FWS01 ZDB-4-EBA FWS_PDA_EBA https://www.sciencedirect.com/science/book/9781558607835 Volltext |
| spellingShingle | Fogel, David B. Blondie24 : playing at the edge of AI / Evolutionary Computation Ser. Acknowledgments -- Introduction -- I : Setting the stage -- Intelligent machines : imitating life ; Deep Blue : a triumph for AI? ; Building an artificial brain ; Evolutionary computation : putting nature to work ; Blue Hawaii : a natural selection ; Checkers ; Chinook : the man-machine checkers champion ; Samuel's learning machine ; Samuel-Newell challenge -- II : Making of Blondie -- Evolving in the checkers environment ; In the zone ; Repeat performance ; New dimension ; Letting the genie out of the bottle ; Blondie24 -- Epilogue : Future of artificial intelligence -- Your honor, I object! Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Evolutionary computation. http://id.loc.gov/authorities/subjects/sh95003989 Computer checkers. http://id.loc.gov/authorities/subjects/sh96004529 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Intelligence artificielle. Apprentissage automatique. Réseaux neuronaux à structure évolutive. Dames électroniques. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computer checkers fast Evolutionary computation fast Machine learning fast Cerveaux électroniques. ram Machines intelligentes. ram Intelligence artificielle. ram |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85008180 http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh95003989 http://id.loc.gov/authorities/subjects/sh96004529 https://id.nlm.nih.gov/mesh/D001185 https://id.nlm.nih.gov/mesh/D000069550 |
| title | Blondie24 : playing at the edge of AI / |
| title_alt | Blondie twenty-four Playing at the edge of AI |
| title_auth | Blondie24 : playing at the edge of AI / |
| title_exact_search | Blondie24 : playing at the edge of AI / |
| title_full | Blondie24 : playing at the edge of AI / David B. Fogel. |
| title_fullStr | Blondie24 : playing at the edge of AI / David B. Fogel. |
| title_full_unstemmed | Blondie24 : playing at the edge of AI / David B. Fogel. |
| title_short | Blondie24 : |
| title_sort | blondie24 playing at the edge of ai |
| title_sub | playing at the edge of AI / |
| topic | Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Evolutionary computation. http://id.loc.gov/authorities/subjects/sh95003989 Computer checkers. http://id.loc.gov/authorities/subjects/sh96004529 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Intelligence artificielle. Apprentissage automatique. Réseaux neuronaux à structure évolutive. Dames électroniques. artificial intelligence. aat COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Artificial intelligence fast Computer checkers fast Evolutionary computation fast Machine learning fast Cerveaux électroniques. ram Machines intelligentes. ram Intelligence artificielle. ram |
| topic_facet | Artificial intelligence. Machine learning. Evolutionary computation. Computer checkers. Artificial Intelligence Machine Learning Intelligence artificielle. Apprentissage automatique. Réseaux neuronaux à structure évolutive. Dames électroniques. artificial intelligence. COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Artificial intelligence Computer checkers Evolutionary computation Machine learning Cerveaux électroniques. Machines intelligentes. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=83633 https://www.sciencedirect.com/science/book/9781558607835 |
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