this problem doesn't always exist in all setups. I have lights that connect directly to Google Home/Nest that have never lost a connection. As long as Google assistant is up, it works without issue.
I've had other setups that use a hub and if the connection is not working for some reason, you're provided with that feedback at the time you issue your command.