Discussion
What is a probability distribution over a variable?
Answer: D
The distribution gives a non-negative number to each value with the numbers summing to one, which is the complete description of the agent's belief about that variable. Averages, ranges and conversions are different notions. Insisting on the normalisation condition is what makes the numbers interpretable as probabilities rather than as arbitrary scores.
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