You need to specify the -ArgumentList-ArgumentList parameter with your Invoke-CommandInvoke-Command. For example:
Invoke-Command -Session $session -ScriptBlock {
param($Computer)
Get-WmiObject -ComputerName $Computer -Query "SELECT * FROM Win32_Group"
} -ArgumentList $Computer