Induction, Concepts, and Reasoning under Uncertainty*
Lecture Material
Introduction
Knowing a Concept and Concept Indistinguishability
Example of Concept Identification Task
Possible Hypotheses after One Example
Structuring the Hypotheses Space and Hypothesis Revision
Version Space and Learning the Concept of an Arch
Example of Inducing Rules on Patterns
Standard Probability Axioms and Beliefs
Belief Revision/Bayes Rule
The Grue Property
Reference Material
Algebra of Sets and Definition of a Lattice
Graph of a 3 Element Lattice
Dutch Book
http://www.pbs.org/wgbh/pages/frontline/shows/gamble/
Terms, Concepts, and Questions
Some Terms, Concepts and Questions
Assignments/Exercises
Table of Contents
© Charles F. Schmidt