On Saturday, officers were called to a home in the 8300-block of S. Hermitage in the city's Gresham neighborhood.
They found the 5-month-old infant unresponsive. Relatives told police the child rolled off a bed and into a bucket of water that was next to the bed.
An autopsy determined the infant drowned, but the circumstances of his death remain undetermined.
Police say their investigation continues.