(When) Are Contrastive Explanations of Reinforcement Learning Helpful?

Sanjana Narayanan, Isaac Lage, Finale Doshi-Velez

Global explanations of a reinforcement learning (RL) agent's expected behavior can make it safer to deploy. However, such explanations are often difficult to understand because of…