In ASP.NET Core 2.0 you can add Route attribute to the controller:
[Route("api/[controller]/[action]")]
public class SomeController : Controller
{
public SomeValue GetItems(CustomParam parameter) { ... }
public SomeValue GetChildItems(CustomParam parameter, SomeObject parent) { ... }
}