The sisters, aged 26 and 20, were found dead on Friday afternoon by hotel staff on the island.
"Their bodies were found a little after midday (Friday). They were sisters," Lieutenant Pongpan Waiyawat, of the island's police force told AFP.
"We have to wait for the post-mortem to determine the cause of death but based on initial investigations there's no sign of violence in their room."