Will the temperature of a resistor converge to a predetermined value assuming ideal conditions?
If there is no heat loss (which is obviously not the case), the resistor will increase in temperature indefinitely, presumably until it melts.

In reality the temperature will increase until the sum of the heat loss through convection, conduction and radiation equals the input power.