Description

Book Synopsis
This book develops a general approach to learning within the framework of probability theory, drawing on Bayesian epistemology, and discusses its applications to decision and game theory. It will appeal to philosophers working on epistemology as well as to economists, psychologists and computer scientists.

Table of Contents
1. Consistency and symmetry; 2. Bounded rationality; 3. Pattern learning; 4. Large worlds; 5. Radical probabilism; 6. Reflection; 7. Disagreement; 8. Consensus; Appendices.

The Probabilistic Foundations of Rational Learning

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    A Hardback by Simon M. Huttegger

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      View other formats and editions of The Probabilistic Foundations of Rational Learning by Simon M. Huttegger

      Publisher: Cambridge University Press
      Publication Date: 19/10/2017
      ISBN13: 9781107115323, 978-1107115323
      ISBN10:
      Also in:
      Philosophy

      Description

      Book Synopsis
      This book develops a general approach to learning within the framework of probability theory, drawing on Bayesian epistemology, and discusses its applications to decision and game theory. It will appeal to philosophers working on epistemology as well as to economists, psychologists and computer scientists.

      Table of Contents
      1. Consistency and symmetry; 2. Bounded rationality; 3. Pattern learning; 4. Large worlds; 5. Radical probabilism; 6. Reflection; 7. Disagreement; 8. Consensus; Appendices.

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