Surveys


Amina Adadi and Mohammed Berrada. Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI). IEEE. 2018.



Filip Karlo Došilović and Mario Brcic. Explainable artificial intelligence: A survey. 2018.



Quanshi Zhang and Song-Chun Zhu. Visual Interpretability for Deep Learning: a Survey. arxiv. 2018.



Sule Anjomshoae, Amro Najjar, Davide Calvaresi, Kary Främling. Explainable Agents and Robots: Results from a Systematic Literature Review. AAMAS. 2019.



Shane T. Mueller, Robert R. Hoffman, William Clancey, Abigail Emrey, Gary Klein. Explanation in Human-AI Systems: A Literature Meta-Review Synopsis of Key Ideas and Publications and Bibliography for Explainable AI . DARPA XAI . 2019.



Tim Miller. Explanation in Artificial Intelligence: Insights from the Social Sciences. arxiv . 2018.