Foundation of Artificial Intelligence

  1. Philosophy
Philosophy
Mathematics
  • What are the formal rules to draw valid conclusions?
  • What can be computed?
  • How do we reason with uncertain information?
Economics
  • How should we make decisions so as to maximize payoff?
  • How should we do this when others may not go along?
  • How should we do this when the payoff may be far in the future?
  • How do brains process information?
  • How do humans and animals think and act?
  • The three key steps of a knowledge-based agent:
  • How can we build an efficient computer?
  • How does language relate to thought?
  • Verbal Behavior — behaviorist approach to language learning
--Control Theory
  • How can artifacts operate under their own control?

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