Armed with a non-bailable warrant, the team reached the residence of Tejpal, who has been accused of sexually assaulting a woman colleague, in Jungpura area of South Delhi a little after 6 am and spent over 90 minutes. One of the officials later said they did not find Tejpal in the house.
Crime Branch personnel from Delhi police also accompanied the Goa Police team.
Tejpal's wife Geetan Batra refused to divulge to the police any detail of his whereabouts, police said.
Police left his house and may look at other possible locations where he could be found. The police action came after they rejected Tejpal's request for time till Saturday to appear before them for the investigation into his involvement in the case of sexual assault that had allegedly taken place at a hotel in Goa earlier this month.
After the rejection of his request, Tejpal's lawyer said he would appear before the police today in Panaji and extend "complete and full cooperation" in the investigation.
Goa police, however, yesterday moved a court and secured a non-bailable warrant against 50-year-old Tejpal.
On Wednesday, Goa police had directed Tejpal to appear before it by 3 pm yesterday. The direction had come after the victim, who has alleged that she was sexually assaulted by him in a lift in a five-star hotel in Goa, recorded her statement under Section 164 of CrPC before a magistrate in Panaji.
The controversy also saw resignation of Shoma Chaudhury as Managing Editor of Tehelka, who is being accused of attempting to cover up the matter. Chaudhury sent her resignation yesterday as there was speculation that she may also be named in the FIR for certain alleged acts of commission and omission after the scandal became public.
Spotted: Virat Kohli, Anushka Sharma and other celebs at Mumbai airport
Photos: Salman Khan's 'special friend' Iulia Vantur at a song launch
Photos: Hrithik Roshan, Anushka Sharma, other celebs dazzle at event
In Pictures: Sex scandals involving Indian politicians
Photos: Abhishek Bachchan and Farah Khan at Boman Irani's birthday bash