Mostassume a continuous state with the inputs and the outputs. In other words, the variables operate within an infinitely-fluid space, rather than a countable, discrete space. As retail traders that are making decisions in real-time, however, this is not super practical or useful. It makes far more sense for us to transform these continuous variables into discrete variables.
As we see today, with something like Theta, this provides us with an immediate benefit.