Universal Artificial Intelligence

Sequential Decisions Based on Algorithmic Probability

Authors:

ISBN: 978-3-540-22139-5 (Print) 978-3-540-26877-2 (Online)

Table of contents (8 chapters)

  1. Front Matter

    Pages i-xx

    Download PDF (1632KB)

  2. No Access

    Chapter

    Pages 1-27

    Short Tour Through the Book

    Dr. Marcus Hutter

  3. No Access

    Chapter

    Pages 29-63

    Simplicity & Uncertainty

    Dr. Marcus Hutter

  4. No Access

    Chapter

    Pages 65-124

    Universal Sequence Prediction

    Dr. Marcus Hutter

  5. No Access

    Chapter

    Pages 125-140

    Agents in Known Probabilistics Environments

    Dr. Marcus Hutter

  6. No Access

    Chapter

    Pages 141-183

    The Universal Algorithmic Agent AIXI

    Dr. Marcus Hutter

  7. No Access

    Chapter

    Pages 185-208

    Important Environmental Classes

    Dr. Marcus Hutter

  8. No Access

    Chapter

    Pages 209-229

    Computational Aspects

    Dr. Marcus Hutter

  9. No Access

    Chapter

    Pages 231-249

    Discussion

    Dr. Marcus Hutter

  10. Back Matter

    Pages 251-280

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