The incident occurred late last night at Padwar mining site, police said, adding that nobody was injured in the firing.
"No policeman or revenue official was injured in the firing that took place late last night," Sub Divisional Magistrate (SDM) H K Dhurve said.
After reports of some people indulging in illegal sand mining, the government officials and policemen went to Padwar mining site, where the unidentified accused fired 14 to 15 rounds at them, Area Sub Divisional Officer of Police (SDOP) Lajja Shanker Mishra said.
The unidentified accused have been booked on the charge of attempt to murder, Mishra said.
A search has been launched to identify and arrest the accused and further investigation is on.