Development of Intelligence - Tomer Ullman vs. Laura Schulz Debate

Development of Intelligence - Tomer Ullman vs. Laura Schulz Debate

MITCBMM via YouTube Direct link

What's wrong with stochastic search?

12 of 17

12 of 17

What's wrong with stochastic search?

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Development of Intelligence - Tomer Ullman vs. Laura Schulz Debate

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  1. 1 Intro
  2. 2 Prologue - What is this about?
  3. 3 Outline of Discussion
  4. 4 What Good is a Theory?
  5. 5 Inferring Good Theory
  6. 6 Grammar for Theories
  7. 7 Finding a Good Theory (ideal level)
  8. 8 Proposing Alternative Theories
  9. 9 Stochastic Search and Children
  10. 10 Mid-Summary 11
  11. 11 Handoff to Laura
  12. 12 What's wrong with stochastic search?
  13. 13 Problem 1: Even with prior knowledge, templates, and a hias towards simplicity, the search space is infinite.
  14. 14 Problem 1: Even with prior knowledge, templates, and a bias towards simplicity, the search space is infinite
  15. 15 Problem 2: Stochastic search does not make use of knowledge and abilities we seem to have
  16. 16 What does it mean to think of a new idea?
  17. 17 Goal-oriented hypothesis generation and imagination

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