Battery Powered LED Light Delay
What id use is a 555 in monostable vibrator mode.

Comprehensive information here and obv Google: http://www.electronics-tutorials.ws/waveforms/555_timer.html

Quick, simple and cheap. Should be pretty reliable and a great starter project for someone new to electronics...

If you use a pot for the timing resistor, you will be able to adjust the on time :)