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What does every practical agent architecture do that a lookup table does not?

  • A.Consider the consequences of actions before choosing between them
  • B.Compute the action from the percept rather than store every case
  • C.Learn from experience rather than following fixed behaviour
  • D.Maintain an internal model of the unobserved environment

Answer: B

The whole of agent design is finding compact procedures that reproduce the behaviour a vast table would have specified, and every architecture is a different way of doing so. Learning, internal state and lookahead are particular techniques rather than the general distinction, and simple reflex agents use none of them. Recognising the entire field of agent architecture as an exercise in compression makes the succession of designs easier to follow.

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