The incident occurred during a clash between two dalit groups.
Four policemen including sub-inspector K P Singh, constable Adesh Kumar and homeguard Chanderlal, who reached the spot, were injured in the attack and admitted to the hospital, they said.
Security has been beefed up in the area, police said.