2 papers
cs.AI2026
Textual Explanations and Their Evaluations for Reinforcement Learning Policy
Ahmad Terra, Mohit Ahmed, Rafia Inam +2
Understanding a Reinforcement Learning (RL) policy is crucial for ensuring that autonomous agents behave according to human expectations. This goal can be achieved using Explainabl…
cs.LG2025
Self-Explaining Reinforcement Learning for Mobile Network Resource Allocation
Konrad Nowosadko, Franco Ruggeri, Ahmad Terra
Deep reinforcement learning (DRL) methods, though powerful, often lack transparency, which limits their adoption in critical domains. We apply Self-Explaining Neural Networks (SENN…