Explainable RL Agents

RL agents that can explain their actions

Sure, you can get your sequential decision making agents to maximize rewards but to make truly trustworthy agents - they need to be able to explain why they are performing the actions that they are.



  1. Inherently Explainable Reinforcement Learning in Natural Language
    Xiangyu Peng, Mark O Riedl, and Prithviraj Ammanabrolu
    In Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), Apr 2022