Learning Methods

• Caching
• Learning by taking advice
• Learning in problem solving
  • Parameter adjustment
  • Macro-operators
  • Chunking

    ** Utility problem

• Learning from examples: Induction
  • Winston's learning program
  • Version spaces
  • Decision trees
• Explanation based learning
• Discovery
  • Theory-driven discovery : i.e. AM
  • Data-driven discovery : i.e. BACON
  • Clustering : i.e. AUTOCLASS
• Analogy
  • Transformational analogy
  • Derivational analogy
• Neural net learning
• Genetic learning
• Others
  • Static analysis (PRODIGY)
  • Learning by experimentation (PRODIGY)

• Return to the capability index
• Return to the title page
• Graphical overview