Learning II

 
• Inductive Learning
  • A Blocks World Learning Example -- Winston (1975)
  • Version Spaces
  • Decision Trees
• Explanation Based Learning (EBL)
  • EBL example
• Discovery
  • Theory Driven Discovery - AM (1976)
  • Data Driven Discovery -- BACON (1981)
• Analogy
  • Transformational Analogy
  • Derivational Analogy
• Further Reading
• Exercises