Teaching Inverse Reinforcement Learners via Features and Demonstrations

Luis Haug, Sebastian Tschiatschek, Adish Singla

Learning near-optimal behaviour from an expert's demonstrations typically relies on the assumption that the learner knows the features that the true reward function depends on. In…