This is caused when VAGRANT_WSL_ENABLE_WINDOWS_ACCESS environment variable is not set.
First Export Environment Variables
export VAGRANT_WSL_ENABLE_WINDOWS_ACCESS="1"
export PATH="${PATH}:/mnt/c/Program Files/Oracle/VirtualBox"
Run Vagrant using following commands