Can I remove the thermostat from my Danfoss RV?

I have put radiator covers over two radiators and find that the thermostatic radiator valves installed on the radiators and inside the covers cut off the heat. There is a build up of heat inside the covers which gives a false temperature and prevent the rooms from warming up to the desired temperatures. Can I remove the thermostats from the valves.