Government House will be one of the no-entry locations for "monster" hunters, as are other public offices, temples, hospitals and private property.
Areas like railroad tracks, roads and riverbanks will also be red zones.
Head of the Army's cyber technology centre Maj-General Ritti Indarawud said the Army will introduce measures to regulate the playing of the game by military personnel after monsters were found inside Army compounds and other restricted areas.
"Police officials will also be subjected to disciplinary action if they are caught engaging in the game while on duty," they said.
More From This Section
Takorn Tantasith, secretary-general of Thailand's National Broadcasting and Telecommunications Commission said telecom firms also backed a suggestion that Pokemon Go fans should not be allowed to play the game at night to avoid untoward incidents.
True Corp, a local licensee of Pokemon Go, will send a request to the US developer Niantic Inc, asking for its cooperation, Takorn said, adding the game developer would also be informed of Thailand's restricted areas and other places involving national security.
Deputy Prime Minister Prawit Wongsuwan, who is also defence minister said "the game developer needs to avoid having players chase Pokemon in restricted areas."
"People need to be careful while playing the game in public places to avoid accidents and violating the rights of other people," he said.