One-Pan Cheesy Chicken and Broccoli Bake

1 cup shredded cheese (cheddar or your choice)

1 cup cooked rice

1/2 cup cream or milk

1 teaspoon garlic powder

1 teaspoon onion powder

Salt and pepper to taste

Olive oil