No, you must use 2 AAA 1,2v battery (1800 MAH mini) if you want to have enough power for 3 leds ...
I use this kind of system ...
an answer from tristan68 (in french), about this :
http://forum.free-track.net/index.php?showtopic=1294
you must use resistance (R) with good valu ...
You can't use IR led without R - One R by Led -
If you want to test quickly, without R, try to Use Leds (no IR) from PC case box with 2 AAA (but after some hours, leds will be broken because of too many intensity (I) ...)