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The theoretical cumulative pdf for an exponential is denoted by red line; in contrast, the learning cumulative pdf is denoted in blue. At the beginning the cumulative pdf behave as an uniform distribution. Afterwards, the number of states becomes constant with a exponential cumulative distribution.
