"Camden has a severe shortage of housing, yet every year thousands of properties are left vacant by private landlords and second homes continue to enjoy a tax break, " said councillor Theo Blackwell.
Mr Robertson was replaced by Conservative councillor Jim Currie, who had previously left the cabinet in protest at plans to involve private enterprise.