If your automatic pilot light goes out, there are a few things you can do to try to relight it. First, check the batteries in your igniter. If they are low or dead, replace them. Next, clean the burner assembly and flame sensor with a soft cloth. If those two things don't work, you may need to call a professional to come take a look at your furnace.