Inverse Reinforcement Learning via Matching of Optimality Profiles

Luis Haug, Ivan Ovinnikov, Eugene Bykovets

The goal of inverse reinforcement learning (IRL) is to infer a reward function that explains the behavior of an agent performing a task. The assumption that most approaches make is…