I have been wondering about this for a while, but with no real luck in figuring it out. The famous "Sophomore's dream" identity refers to two similar integrals, one of which is
$$\int_{0}^{1} x^{-x}\ dx = \sum_{n=1}^{\infty} n^{-n}$$
which has a pleasing symmetry between integrand and summand. However, I also notice that $x \mapsto x^{-x}$ is a rapidly-converging-to-zero function of $x$, and hence it seems like it might be more "natural" to then wonder about the integral
$$\int_{0}^{\infty} x^{-x}\ dx$$.
Numerical integration suggests it is approximately 1.99545596. Yet what I would like to find is some other representation that is not directly an integral, whether it be a series, or even a finite expression using any already-established mathematical functions and/or constants.
And it doesn't seem very clear at all how to do this. Obviously, with upper limit $\infty$, Taylor expansion of the integrand is of no use since it will only ever have finite radius of convergence. The other line of attack that I thus think of is to try and express $x^{-x}$ as a series of some form of decaying functions that are simpler to integrate. We do have that
$$x^{-x} = e^{-x \ln x}$$
but this is of no use: it doesn't yield any series in terms of $e^{-x}$-like terms. We have the interesting substitution $x = e^{W(u)}$, $dx = \frac{1}{1 + W(u)}\ du$ (equiv. to $u = x \ln x$) with the Lambert W-function, which gives
$$\int_{0}^{\infty} x^{-x}\ dx = \int_{0}^{\infty} e^{-u} \frac{du}{1 + W(u)}$$
but this doesn't help for series expansions.
What is known about this integral?