You can establish a remote access to a Linux machine from Remote Desktop Manager Windows.
You will first need to run the following commands on your Linux machine to be able to connect:
sudo apt install xrdp
sudo systemctl enable xrdp
Then create an RDP entry to connect to your Linux machine.