Yes, DVDs will not last forever (I'm assuming they're not scratched up). To keep longer, you should keep them stored vertically (I've heard), closed in their cases, and in a cool, dry environment. Don't expose them to quick changes in environment.
You can read more in the
CD and DVD Care and Handling Guide from NIST.