Here's why:
* It names a concept: Autonomy refers to the state or condition of self-governance or independence.
* It can be the subject of a sentence: "Autonomy is essential for personal growth."
* It can be the object of a verb or preposition: "They value their autonomy." "She fought for autonomy."
While "autonomous" is an adjective, "autonomy" itself is a noun.