Towards Automated Semantic Interpretability in Reinforcement Learning via Vision-Language Models. - Zhaoxin Li; Zhang Xi-Jia; Batuhan Altundas; Letian Chen; Rohan R. Paleja; Matthew C. Gombolay (CoRR, 2025)

Model-Agnostic Policy Explanations with Large Language Models. - Zhang Xi-Jia; Yue Guo 003; Shufei Chen; Simon Stepputtis; Matthew C. Gombolay; Katia P. Sycara; Joseph Campbell (CoRR, 2025)