Explainable AI-Aided Feature Selection and Model Reduction for DRL-Based V2X Resource Allocation

Khan, Nasir; Abdallah, Asmaa; Celik, Abdulkadir; Eltawil, Ahmed M.; Coleri, Sinem

doi:10.1109/tcomm.2025.3554655

Explainable AI-Aided Feature Selection and Model Reduction for DRL-Based V2X Resource Allocation

Artificial intelligence (AI) is expected to significantly enhance radio resource management (RRM) in sixth-generation (6G) networks. However, the lack of explainability in complex deep learning (DL) models poses a challenge for practical implementation. This paper proposes a novel explainable AI …