3 Learning Background Knowledge

  • facts and rules
  • theory of light to understand images
  • higher-order, map/3, filter/3, fold/4, programming puzzles.
  • feature engineering

3.1 Predicate Invention

  • complex search
  • metarule, higher-order
  • \(CUR^2LED\), different similarities for different tasks
  • ALPs (encode-decode)

3.2 Lifelong Learning