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What is metareasoning?

  • A.Reasoning about how much reasoning to do
  • B.Reasoning about the beliefs of other agents in the environment
  • C.Reasoning using a meta-level knowledge representation language
  • D.Reasoning about the correctness of an inference procedure

Answer: A

An agent with limited time must decide how long to deliberate before acting, and that decision is itself a computation whose cost must be accounted. Anytime algorithms, which produce a usable answer at any point and improve with time, are the practical expression of it. Reasoning about other agents, meta-level languages and verification are separate topics. A system that allocates its own computational effort rationally is the logical completion of bounded rationality.

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