Docker stuck in "Docker is starting" state


I’m new to Docker. Recently I installed Docker for Windows 10. However it doesn’t start. It hangs in the state “Docker is starting…”

The error message I got from running “docker ps” is:

error during connect: Get dial tcp connectex: No connection could be made because the target machine actively refused it.

Can anyone please shed some lights on this?