Its is very much a non-answer answer, but it depends on the species, horwort for example does produce roots of any kind and any time, but some of the Echinodorus have huge root balls that can take over the substrate if left to their own devices.
they don`t attach to gravel they grow through it but amazon sword will grow roots very easily its a nice hardy plant that will live through most things