There are, of course, limitations to synthetic characters. Even with those limitations there are plenty of entertaining experiences to crafted.
The real challenges are around maintaining and safely operating automous robots around children in a way that isn't too expensive. These constraints place far more limits than those on synthetic characters in video games.