The query in itself is not complete to give a proper reply.
The matter reaches the rent controller on a petition filed by the landlord for eviction and in case there is some trouble created by the landlord such as disconnection of water or power supply etc, then the tenant can approach the rent controller under the provision of rent control act which marginally varies from state to state. From your query it appears that the matter before rent controller is in respect to ejectment of the tenant. The tenant if the rent control act applies can be evicted under specified grounds and if the same hold good the lanlord can get a favourable order. As such there is no purpose of an agreement of lease if the rent control act is applicable. An existence of simple relation of tenant-landlord is enough. Therefore absence of an agreement under the rent control act is not significant.
Earlier the courts were inclined to favour tenants because the rent control act was brought in to protect tenants due to paucity of accomodation available. The object of rent control act is not very relavant today due to large scale development in real estates and housing. Therefore courts are inclined to give relief to landlords in case of bonafide requirement/standard rent etc.