Come on guys, Arguement and fight is not the solution here.
Talk to the landlord when you go to pay your rent. Tell them that your rent is including the parking which is being used by other residents who are fighting with you if you ask them to remove their car. Tell him to take immediat action or you will be obliged to reduce the house rent as the contract is including the shaded parking. I am sure the landlord will take necessary action.