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Why does the rate of the percept to action cycle matter?

  • A.A faster cycle always produces better behaviour in any environment
  • B.The cycle rate determines how much memory the agent requires
  • C.Regulations specify a minimum cycle rate for autonomous systems
  • D.It must be fast enough that the world has not changed meaningfully

Answer: D

In a dynamic environment a decision based on a stale percept may be acted on in a state that no longer exists, so the cycle must keep pace with the rate at which the world changes. A faster cycle in a static environment buys nothing and costs computation. Memory and regulation are separate matters. Matching a system's response rate to the timescale of its environment is the defining requirement of real time design, and it is set by the task rather than by preference.

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