Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning

Youri Coppens, Denis Steckelmacher, Catholijn M. Jonker +1

Today's advanced Reinforcement Learning algorithms produce black-box policies, that are often difficult to interpret and trust for a person. We introduce a policy distilling algori…