Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning

Qisen Yang, Huanqian Wang, Mukun Tong +3

The black-box nature of deep reinforcement learning (RL) hinders them from real-world applications. Therefore, interpreting and explaining RL agents have been active research topic…