LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning

Zhuorui Ye, Stephanie Milani, Geoffrey J. Gordon +1

Recent advances in reinforcement learning (RL) have predominantly leveraged neural network policies for decision-making, yet these models often lack interpretability, posing challe…