Vagrant in WSL2, with VMware Workstation 17.0.2

I have created a a Ubuntu WSL instance wsl --install ubuntu, and installed and the Vagrant Vmware Utility choco install vagrant-vmware-utility

I have then in WSL I have then installed Vagrant

wget -O- | gpg --dearmor | sudo tee /usr/share/keyrings/hashicorp-archive-keyring.gpg
echo "deb [signed-by=/usr/share/keyrings/hashicorp-archive-keyring.gpg] $(lsb_release -cs) main" | sudo tee /etc/apt/sources.list.d/hashicorp.list
sudo apt update && sudo apt install vagrant

and modified the following environment variable and path.

echo 'export VAGRANT_WSL_ENABLE_WINDOWS_ACCESS="1"' >> ~/.bashrc
echo 'export PATH="$PATH:/mnt/c/Program Files (x86)/VMware/VMware Workstation"' >> ~/.bashrc
source ~/.bashrc

However when I try using vagrant up I get the following error.

Vagrant encountered an unexpected communications error with the Vagrant VMware Utility driver. Please try to run the command again. If this error persists, please open a new issue at:

Any ideas on how I could fix this (or what I am doing wrong :blush: )?