Boolean Decision Rules for Reinforcement Learning Policy Summarisation

James McCarthy, Rahul Nair, Elizabeth Daly +2

Explainability of Reinforcement Learning (RL) policies remains a challenging research problem, particularly when considering RL in a safety context. Understanding the decisions and…