Inverse Reinforcement Learning by Estimating Expertise of Demonstrators

Mark Beliaev, Ramtin Pedarsani

In Imitation Learning (IL), utilizing suboptimal and heterogeneous demonstrations presents a substantial challenge due to the varied nature of real-world data. However, standard IL…