So I tested my circuit before soldering all the connections and glueing the LEDs in place, and they do not light up. Using overpriced Radioshack 5mm IR LEDs (1.2V Forward voltage, 100mA forward current) and 18 Ohm 1/4V resistors. Power supply is 2 AA batteries (3V). Wiring is in parallel. In the pics, top portion is negative line and the bottom is positive.
http://i.imgur.com/M7EjFR6.jpg
http://i.imgur.com/G84Se3U.jpg
(Sorry for not adding pics directly, the resolution was weird and adding the link was not working for some reason :D)