Senior Superintendent of Police Garima Malik has confirmed the arrest of Vinod Marandi who is a resident of Diha village under Gurua police station of the district.
He was wanted by Bihar and Jharkhand police in several cases.
Marandi was earlier a zonal commander of CPI(Maoist) but he later formed his own outfit RCC a decade ago, police said.
He is being interrogated.