I just solved this problem by disabling(uncheck) Hyper-V. Seems Hyper-V was enabled when I installed Docker
Control Panel -> Program And Features -> Turn Windows Features on or off.
You may need to reboot afterwords.
Warning: Vagrant with VirtualBox cannot work with Docker at the same time.