Yellow light is supposed to reduce insects so I'm told, we didn't much of an improvement, it did a little.
Best thing is to have your light away from you as much as you can, reducing the annoyence.
We have found that LEDs seem to reduce them, but haven't had them long enough to really tell, the hot nights of summer should test them.
Baz.