Learning

Ability of an entity to evolve its behaviour based on its previous inputs.

1. “Bulldozer”-like

Based on regularity, finding patterns in Big data.

  • Nearest neighbors approach
  • Neural Networks
  • Genetic Algorithms
  • Boosting

2. Human-like

Based on constraints

  • One-shot learning - every example you receive is efficiently used to enhance your learning.
  • Explanation-based learning

fia-learning-example.excalidraw

Decision Boundaries