Simardeep Singh, Bhiwani superintendent of police, said: "Nearly 200 policemen are combing the area near the village where the accused were last seen by villagers."
On Wednesday night, Kulbeer had allegedly killed Rajinder Singh, 48, and Kuldeep Singh, 45, while they were irrigating the fields, villagers claimed.
Angered by the police's failure to arrest Kulbeer, wanted in eight criminal cases, villagers had torched a police station and set vehicles ablaze on Thursday.
The police had booked his brothers on murder charges after finding them involved in the crime.Meanwhile, the police had registered a case against nearly 200 villagers for arson, assault and damaging public property.