A 2-year-old Louisiana boy reported missing has been found dead in the swimming pool at an apartment complex pool, authorities said.

The boy had been reported missing Monday afternoon and found later that day at the The Reserve at White Oak apartment complex in Baton Rouge, The East Baton Rouge Parish Sheriff’s Office said.

The case remains under investigation. Deputies said it is presumed that the boy drowned.