Yes, you can say it. It's only because it can be a reflexive verb: riposarsi, with (mostly) the same meaning, which is conjugated like:
mi riposo (literally: I rest "myself", but it means to have a big good rest)
ti riposi (you rest "yourself)
si riposa (he/she/it rests him/her/itself...)
ci riposiamo ...