The Government of India has decided to set up a National Urban Renewal Mission which would guide and provide focused attention to the task of improvement of urban infrastructure, Union Minister for Urban Development and Parliamentary Affairs Ghulam Nabi Azad said after inaugurating the World Mayors' Conference (WMC), in Kochi.