Acting on a tip off, the police raided Tiurakhurd village and arrested the Maoists, identified as Pankaj Yadav, Buchru Paswan and Ramashish Ram, Superintendent of Police Manu Maharaj said.
They were wanted in the murder case of a farmer Satinder Yadav two days ago whom they had shot dead after the latter refused to meet extortion demand, he said.
The arrested Maoists had been lodged in jail and were released on bail only recently, the SP said.