I faced this problem in wsl2.

Check the permission:

ls -l /var/run/docker.sock

Correct the permission:

sudo chgrp docker /var/run/docker.sock;
sudo chmod 660 /var/run/docker.sock;

And reset to factory default the docker.

Then, In Powershell:

wsl --shutdown

After doing this you can see

docker ps