##Concepts

Strategy Definition
Divide-and-conquer Learn multiple theories each of which specializes to fit part of the data very well
Occam’s Razor Avoid overfitting by minimizing description length, which can include replacing fitted constants by simple integers or fractions.
Unification Try unifying learned theories by introducing parameters
Lifelong Learning Remember learned solutions and try them on future problems

References

  1. AI for Physics, Physics for AI
  2. Symbolic AI - Early work of
  3. U of Washington -