Hedges jules (13 risultati)
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The Road to General Intelligence
Timothy Atkinson, Eric Nivel, Neel Kant, Bas Steunebrink, Jerry Swan, Jules Hedges
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Da: Rarewaves.com USA, London, LONDO, Regno UnitoRarewaves.com USA
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Hardback. Condizione: New. 1st ed. 2022. Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of Genera…l Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry worth billions and transform the range of viable automation tasks.The recent notable successes of Machine Learning has lead to conjecture that it might be the appropriate technology for delivering General Intelligence. In this book, we argue that the framework of machine learning is fundamentally at odds with any reasonable notion of intelligence and that essential insights from previous decades of AI research are being forgotten. We claim that a fundamental change in perspective is required, mirroring that which took place in the philosophy of science in the mid 20th century. We propose a framework for General Intelligence, together with a reference architecture that emphasizes the need for anytime bounded rationality and a situated denotational semantics. We given necessary emphasis to compositional reasoning, with the required compositionality being provided via principled symbolic-numeric inference mechanisms based on universal constructions from category theory.Details the pragmatic requirements for real-world General Intelligence.Describes how machine learning fails to meet these requirements.Provides a philosophical basis for the proposed approach.Provides mathematical detail for a reference architecture.Describes a research program intended to address issues of concern in contemporary AI.The book includes an extensive bibliography, with 400 entries covering the history of AI and many related areas of computer science and mathematics.The target audience is the entire gamut of Artificial Intelligence/Machine Learning researchers and industrial practitioners. There are a mixture of descriptive and rigorous sections, according to the nature of the topic. Undergraduate mathematics is in general sufficient. Familiarity with category theory is advantageous for a complete understanding of the more advanced sections, but these may be skipped by the reader who desires an overall picture of the essential conceptsThis is an open access book.
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Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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The Road to General Intelligence (Studies in Computational Intelligence, 1049)
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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Da: Ria Christie Collections, Uxbridge, Regno UnitoRia Christie Collections
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The Road to General Intelligence (Studies in Computational Intelligence, 1049)
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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Da: California Books, Miami, FL, U.S.A.California Books
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Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
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Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
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The Road to General Intelligence (Studies in Computational Intelligence, 1049)
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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Da: Books Puddle, New York, NY, U.S.A.Books Puddle
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Condizione: New. 1st ed. 2022 edition NO-PA16APR2015-KAP.
The Road to General Intelligence
Timothy Atkinson, Eric Nivel, Neel Kant, Bas Steunebrink, Jerry Swan, Jules Hedges
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Da: Rarewaves.com UK, London, Regno UnitoRarewaves.com UK
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Hardback. Condizione: New. 1st ed. 2022. Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of Genera…l Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry worth billions and transform the range of viable automation tasks.The recent notable successes of Machine Learning has lead to conjecture that it might be the appropriate technology for delivering General Intelligence. In this book, we argue that the framework of machine learning is fundamentally at odds with any reasonable notion of intelligence and that essential insights from previous decades of AI research are being forgotten. We claim that a fundamental change in perspective is required, mirroring that which took place in the philosophy of science in the mid 20th century. We propose a framework for General Intelligence, together with a reference architecture that emphasizes the need for anytime bounded rationality and a situated denotational semantics. We given necessary emphasis to compositional reasoning, with the required compositionality being provided via principled symbolic-numeric inference mechanisms based on universal constructions from category theory.Details the pragmatic requirements for real-world General Intelligence.Describes how machine learning fails to meet these requirements.Provides a philosophical basis for the proposed approach.Provides mathematical detail for a reference architecture.Describes a research program intended to address issues of concern in contemporary AI.The book includes an extensive bibliography, with 400 entries covering the history of AI and many related areas of computer science and mathematics.The target audience is the entire gamut of Artificial Intelligence/Machine Learning researchers and industrial practitioners. There are a mixture of descriptive and rigorous sections, according to the nature of the topic. Undergraduate mathematics is in general sufficient. Familiarity with category theory is advantageous for a complete understanding of the more advanced sections, but these may be skipped by the reader who desires an overall picture of the essential conceptsThis is an open access book.
The Road to General Intelligence
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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Da: Basi6 International, Irving, TX, U.S.A.Basi6 International
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The Road to General Intelligence (Studies in Computational Intelligence, 1049)
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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- Print on Demand
Da: Majestic Books, Hounslow, Regno UnitoMajestic Books
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The Road to General Intelligence (Studies in Computational Intelligence, 1049)
Swan, Jerry; Nivel, Eric; Kant, Neel; Hedges, Jules; Atkinson, Timothy; Steunebrink, Bas
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Da: Biblios, frankfurt am main, HESSE, GermaniaBiblios
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The Road to General Intelligence
Jerry Swan|Eric Nivel|Neel Kant|Jules Hedges|Timothy Atkinson|Bas Steunebrink
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Da: moluna, Greven, Germaniamoluna
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Gebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Details the pragmatic requirements for real-world General IntelligenceProvides a philosophical basis for the proposed approachProvides mathematical detail for a reference architectureThis book is open acces…s, which means that you hav.
