Rai also asked officials of the Agriculture Department to make field visits to areas close to Gurgaon.
The development secretary, divisional commissioner, director, agriculture department and district magistrates of South Delhi and West Delhi attended the meeting, the official said.
Earlier in the day, the skies over many parts of Gurgaon turned dark as swarms of locusts descended on the town.
The migratory pests, however, are likely to spare the national capital for now, said officials.
The swarms of locusts, spread across two kilometres, moved from west to east. They entered Gurgaon around 11.30 am, K L Gurjar of the Locust Warning Organisation, the Ministry of Agriculture, told PTI.