You can find the cancellation conditions on your tickets. A cancellation fee applies to almost all fare types - from a few Euros to 100%. Tickets with fare type "Flexible" can most often be cancelled without costs. 

Make sure to cancel your tickets on time - most rail operators don't accept cancellations on the day of departure.