You will need to use some chemical intuition and the right keywords. He and Ar (and all other noble gases) are monoatomic, so it is good omen that one cannot find their vibrational spectra. Similarly, these gases are colorless, so there will be no absorbance in the visible region. There are no double or triple bonds in noble gases, one will not expect an ordinary UV spectrum. However, you will need to search deep UV or vacuum UV absorption spectrum of these gases which must have been studied to the hilt.
Coming to diatomic gases (oxygen and nitrogen), since there is no dipole moment change during vibration of a homonuclear diatomic gas, we do not expect an infrared spectrum of these gases. These molecules do vibrate, should one look for a Raman spectrum then?
(Liquid) oxygen is somewhat pale blue, so it means that gaseous oxygen will absorb light in the deep red region. We can see those beautiful absorption bands in high resolution solar spectrum. Search high resolution solar spectrum. Diatomic oxygen and nitrogen both absorb deep UV at the cost of being broken or ionized (recall ozone formation).