So i faced the same issue, thought about it might refusing doing this because of an already Docker process is running and blocking from initializing one (even if no docker opened Infront of you).
So, i just opened Task Manager and searched for Docker and found one running, i ended it, re-opened and worked for me.
This might not be the solution for all but instead of uninstalling and re-installing