Introduction Universal Artificial Intelligence by Hutter Marcus (36 results)
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
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Language: English
Published by CRC Press, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by CRC Press, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC 2024-03-29, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Taylor & Francis Ltd, London, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Paperback. Condition: new. Paperback. 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.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
- First Edition
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Condition: New. 2024. 1st Edition. paperback. . . . . .
Language: English
Published by Taylor & Francis Ltd, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Paperback / softback. Condition: New. New copy - Usually dispatched within 4 working days.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Condition: New. 1st edition NO-PA16APR2015-KAP.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Condition: New. 2024. 1st Edition. paperback. . . . . . Books ship from the US and Ireland.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Language: English
Published by CRC Press, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
Seller: moluna, Greven, Germanymoluna
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Condition: New. 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.
An Introduction to Universal Artificial Intelligence (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)
Hutter, Marcus (Author)/ Quarel, David (Author)/ Catt, Elliot (Author)
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Paperback. Condition: Brand New. 416 pages. 9.75x7.00x1.00 inches. In Stock.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Taylor & Francis Ltd, London, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Softcover
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Paperback. Condition: new. Paperback. 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 our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Condition: As New. Unread book in perfect condition.
Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2024
Series: Book 31 of 48 - Chapman & Hall/CRC Artificial Intelligence and Robotics
- Hardcover
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Condition: New. 1st edition NO-PA16APR2015-KAP.
