Robinson grew up in Berry, a small town on the NSW South Coast in Australia, and attended Bomaderry High School.
She was a Rhodes Scholar at the University of Oxford, where she attended Balliol College and graduated with a Bachelor of Civil Law with Distinction and a Master of Philosophy in International Public Law [REF].