2025
Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning
IJCAI 2025
Reinforcement learning (RL) has demonstrated remarkable success in solving complex decision-making problems, yet its adoption in critical domains is hindered by the lack of interpretability in its decision-making processes. Existing explainable AI (xAI) approaches often fail to provide meaningful ex