He served as state minister and legislator in his long political career spanning several decades.
Reddy took a tough stand against Naxalities and had survived an attack on his life by the extremists in 2007.
Several senior leaders including TDP chief N Chandrababau Naidu condoled the death of Janaradhan Reddy.