We love Apple, but even they are not perfect!
Push Notifications are awesome but sometimes your iPad can drop push notification connection. Weird, but it happens.
There are a couple things you can try to resolve this:
Turn off Wi-Fi, turn on Airplane mode, then reconnect to Wi-Fi OR
Connect to another Wi-Fi network for a while and then switch back to yours OR
Restart your device