How can I convert 110V AC to 20V DC that pulls around 1.5 Amps without a transformer
The only other option you have is a switching power supply. 

There are 20V 2A units which can be as cheap as $10 (on places like ebay directly from manufacturers)

There is also the possibility of building your own, but building a switching power supply from 110V could be quite dangerous.