Epson printer offline issues can arise due to connectivity problems, incorrect settings, or outdated drivers. To fix this, ensure the Epson printer offline is properly connected to the network, check the printer status in device settings, and restart both the printer and computer. Updating or reinstalling drivers can help resolve the problem and bring the printer back online.