We had an infestation in our last house, sorted with traps unfortunately.

After the clean up we subsequently used three mains powered/plug in sonic mouse repellent devices. Never had a problem since. About £15 for 3 as I recall.

Although for all we know they could be effective rhino repellents as we ain't seen any of them either...