Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Marcus Hutter is Senior Researcher at DeepMind in London and Professor in the Research School of Computer Science (RSCS) at the Australian National University (ANU) in Canberra, Australia (fulltime till 2019 and honorary since then). He is Chair o. Codice articolo 935241373

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Introduction to Universal Artificial Intelligence

Hutter, Marcus; Quarel, David; Catt, Elliot

Editore: Chapman and Hall/CRC, 2024

ISBN 10: 1032607157 ISBN 13: 9781032607153

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Condizione: New. Codice articolo 46747731-n

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An Introduction to Universal Artificial Intelligence (Hardcover)

Marcus Hutter

Editore: Taylor & Francis Ltd, London, 2024

ISBN 10: 1032607157 ISBN 13: 9781032607153

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Hardcover. Condizione: new. Hardcover. An Introduction to Universal Artificial Intelligence provides the formal underpinning of what it means for an agent to act intelligently in an unknown environment. First presented in Universal Algorithmic Intelligence (Hutter, 2000), UAI offers a framework in which virtually all AI problems can be formulated, and a theory of how to solve them. UAI unifies ideas from sequential decision theory, Bayesian inference, and algorithmic information theory to construct AIXI, an optimal reinforcement learning agent that learns to act optimally in unknown environments. AIXI is the theoretical gold standard for intelligent behavior.The book covers both the theoretical and practical aspects of UAI. Bayesian updating can be done efficiently with context tree weighting, and planning can be approximated by sampling with Monte Carlo tree search. It provides algorithms for the reader to implement, and experimental results to compare against. These algorithms are used to approximate AIXI. The book ends with a philosophical discussion of Artificial General Intelligence: Can super-intelligent agents even be constructed? Is it inevitable that they will be constructed, and what are the potential consequences?This text is suitable for late undergraduate students. It provides an extensive chapter to fill in the required mathematics, probability, information, and computability theory background. You can also visit the author website: htm. The book provides a gentle introduction to Universal Artificial Intelligence (UAI), a theory that provides a formal underpinning of what it means for an agent to act intelligently in a general class of environments. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781032607153

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An Introduction to Universal Artificial Intelligence

Marcus Hutter

Editore: CRC Press, 2024

ISBN 10: 1032607157 ISBN 13: 9781032607153

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HRD. Condizione: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice articolo L1-9781032607153

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