All three are absolutely fine. You could also say "they go for bike rides", "they go on bike rides", "they ride their bikes", you can substitute "bicycle" for "bike"... lots of possibilities.
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Fosse8The only thing you shouldn't do is say "they go riding", which usually implies horses rather than bicycles.Hi,