Analytical Learning

This talk is based on

• Tom M. Mitchell. Machine Learning. McGraw Hill. 1997. Chapter 11.

1. 1 Introduction*
   1. 1.1 New Learning Problem
   2. 1.2 EBL Example*
   3. 1.3 Explanations*
   4. 1.4 Inductive vs. Analytical Learning
   5. 1.5 Example
2. 2 Learning With Perfect Domain Theories*
   1. 2.1 Prolog-EBG
      1. 2.1.1 Explaining the Example
      2. 2.1.2 Analyze the Explanation**
      3. 2.1.3 Weakest Preimage
      4. 2.1.4 Inductive Bias of Prolog-EBG*
3. 3 Thinking about EBL
   1. 3.1 Knowledge Level Learning***
4. 4 EBL of Search Control Knowledge
   1. 4.1 PRODIGY
   2. 4.2 SOAR
   3. 4.3 The Allure of Numbers*

Entire Presentation with Notes

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Copyright © 2009 José M. Vidal . All rights reserved.

10 April 2003, 12:16PM