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User:Felix QW/Inductive logic programming

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Setting

  • Learning from Interpretations
  • Learning from Entailment

Approaches to ILP

  • Sketches of Golem and the Model Inference System
  • Inverse resolution
  • Least general genralisations
  • Sketch of Progol/Aleph
  • Beam search

Metainterpretative learning

  • Metarules
  • Constraint-based learning

Common issues

  • Language bias
  • Scoring functions
  • Predicate invention
  • Learning recursive programs