I've only worked at one large company (EA), but they were ok with side businesses as long as it wasn't competing with their core business of gaming. IIRC you could even promote it internally. This was about 9 years ago.

For game related things you could list them as existing inventions when joining. So you can carve out exceptions. Which is common with game companies.