Those booked were identified as Mawanda Muranga (45), a sitting Parliamentarian, former minister Isaac Musumba (52) and businessman Yakub Mathai (35), they said.
"A case was registered at MRA Marg police station after a complaint filed by Videocon officials against the three under IPC sections 384 (punishment for extortion), 120 (b) (punishment of criminal conspiracy), and 441 (criminal trespass) for trying to extort money from the company's senior officials," Deputy police commissioner Ravindra Shisve told PTI.
While Mathai is still in Mumbai, the two others are in Delhi meeting their embassy officials, police said adding the Ministry of External Affairs has been informed about the development.
According to the police, the trio claimed that they had an international arrest warrant against the four directors of the company.
The three claimed that they came here for settlement and sought USD 20 million (about Rs 108 crore) from Videocon.