Can I refuse to pay my rent due to mice infestation that was here before we moved in?

The exact rules and regulations are based upon where you live. Everywhere is not the same. You should send the owners a certified letter stating the problem. They should in turn take care of the problem immediately. If you need to be relocated while this is being done, they should pay for it.