The document discusses various ways to create and initialize lists in F#:
1. Using list literals by specifying values separated by semicolons in square brackets.
2. Using the cons (::) operator to prepend values to an existing list or empty list [].
3. Using the List.init method of the List module, which takes the desired length and an initializer function to generate list items.