@article{Milani2024Explainable,
author = {Stephanie Milani and Nicholay Topin and Manuela Veloso and Fei Fang},
title = {Explainable Reinforcement Learning: A Survey and Comparative Review},
journal = {ACM Computing Surveys},
year = {2024},
keywords = {reinforcement learning, explainability, interpretability, survey, taxonomy},
abstract = {We survey the field of explainable reinforcement learning, introducing a new taxonomy organized around the structure of the RL problem itself, synthesizing prior work, and identifying open challenges and a roadmap for future research.}
}