Well https://en.wikipedia.org/wiki/Ocean_floor_disposal was a thing being considered.
One of the problems associated with this option includes the difficulty of recovering the waste, if necessary, once it is emplaced deep in the ocean.
That's a big mystery about spent nuclear fuel disposal; why do people want to be able to recover it, other than to add compromises.