Can I change my router IP to anything?

Can you really change your router's IP address to anything you want? I'm curious about the possibilities here. Is there a specific range or set of rules that I need to follow when selecting a new IP address for my router? Also, how does changing the router's IP affect my internet connection or any devices connected to the network? I'm looking for some clarity on this topic as I'm considering making a change to my network setup.