Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities

Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

Explainable Reinforcement Learning: A Survey and Comparative Review

Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods