iPod Touch will charge from computer USB, but not from AC outlet
It sounds to me like your AC to USB charger is having a problem with heat.

It charges for a while (while heating up) then it stops.

If you let it cool down for a while I assume it continues charging.

In any case, I would suggest replacing it.