Andrés Romero Mier y Terán

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Represening beliefs consistently

Sep 2013

Let’s use to represent the strength of belief in (plausibility of) proposition .

Desiredata:

  • Strengths of belief are represented by real numbers.
  • Qualitative correspondence with common sense.
  • Consistency
    • If a conclusion can be reasoned in several ways, then each way should lead to the same answer.
    • The robot (analyzer) must always take into account all relevant evidence.
    • Equivalent states of knowledge are represented by equivalent plausibility assignments.

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