This has actually been studied in the context of wormholes (which are one way of having a spacetime with CTCs), and the answer, interestingly enough, is that there are solutions, but not a unique solution! This is described in a late chapter of Kip Thorne's Black Holes and Time Warps. Unfortunately I don't have a handy online reference at the moment, but the gist is, suppose for example that we have a billiard ball headed for one mouth of a wormhole, and the wormhole is hooked up such that the billiard ball emerges from the other mouth at an earlier time (in the asymptotically flat frame in which the wormhole mouths are at rest) than it went in the first mouth. Then the billiard ball can end up hitting itself. The original "paradox" was, what if the ball hits itself in such a way that it gets deflected and never goes into the wormhole mouth in the first place? But the real question is, are there consistent solutions, with a given set of initial conditions (billiard ball headed towards the first wormhole mouth at such and such a speed), such that the ball goes through the wormhole? It turns out that there are, but there is not one unique solution for a given set of initial conditions. Which is counterintuitive, but not inconsistent.