Towards Resolving Unidentifiability in Inverse Reinforcement Learning

Kareem Amin, Satinder Singh

We consider a setting for Inverse Reinforcement Learning (IRL) where the learner is extended with the ability to actively select multiple environments, observing an agent's behavio…