The children died with their mother and grandparents. The three generations had moved in 2015 to Osmington, a village of fewer than 700 people near the tourist town of Margaret River, to grow fruit, media reported.
Police would not comment on the possibility of murder-suicide, but said they are not looking for a suspect.