The palace, 40 km away from the Indira Gandhi International Airport, was converted into a heritage hotel after being acquired by the Neemrana Group of Hotels, which is reputed for restoring and managing heritage hotels.
With its tasteful blend of old world charm and modern amenities, the palace has 14 refurbished rooms and a special yoga centre.
Even Roberts, who is here with her three children - four and a half year old twins Hazel and Phinnaeus and two year old son Henry - and their nannies, takes time off her shooting schedule to spend time in the gym and yoga centre.
The Oscar winning actress is busy shooting at the Ashram Hari Mandir in Pataudi as part of the the third leg of the movie. Earlier, she was shooting for the movie in New York and Italy under director Ryan Murphy's supervision.
After shooting in Pataudi, Roberts is expected to head for Cherrapunji, the town in Meghalaya that records high rainfall.