AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle SystemsInternational Conference on Human Factors in Computing Systems (CHI), 2025 |
Explainable Reinforcement Learning via a Causal World ModelInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement
LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
Machine versus Human Attention in Deep Reinforcement Learning TasksNeural Information Processing Systems (NeurIPS), 2020 |
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps
for Deep Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2019 |