You can't see the password on all routers. It depends on how that manufacturer did things in the management software.
But at the very least, you should be able to change it (or add another and switch to it). The down side of changing it is that if you're like many of us you'll probably have to run around your house and re-log into the network on all your computers, phones, tablets, blu-ray players, toasters ...