Johnston, accompanied by members of his party, showed keen interest in the architecture and history of the Taj.
"The Taj Mahal: What a magnificent representation of Indian history and art," he wrote in the Visitors Book after spending about an hour at the monument.
The distinguished visitors later paid a visit to the Agra Fort. They are on a state visit to India from February 22 to March 2.