Analytical Learning

This talk is based on

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

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 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 Thinking about EBL
1. 3.1 Knowledge Level Learning ***
4 EBL of Search Control Knowledge
1. 4.1 PRODIGY
2. 4.2 SOAR
3. 4.3 The Allure of Numbers *

All in one page
Index on left