It is probably a problem with renewing the dhcp lease, probably try static IP address. I set my dhcp lease as static on my dhcp server (router).
If I reset my access point I find I have to power cycle usually. My OpenSprinkler is plugged into a smart outlet so I can do it remote.
edit: i’m running on raspberry pi