Before revision:  That is, with scaled algorithms one must know at least part of the solution to a problem prior to attempting a solution .
After revision:  That is, with scaled algorithms one must know at least part of the amount of time to be simulated. On the other hand, an important drawback of model-free algorithms is the need to select a time-scale required for exponential discounting .