I tried doing a few deployments and ran into a issue where the deployment failed. It was an error that I was unable to find on the board so I figured I would post it.
The error I would get is
Unexpected failure while connecting to Asset. The process cannot access the file '\\(COMPUTER NAME)\C$\windows\LSDeployment\RemoteDeployment_x64.exe' because it is being used by another process.
I am not sure what caused this to happen, but the way I was able to fix it was to go to the machine and delete the LSDeployment folder. After I did that I was able to deploy packages again.