Efficient Hypergradient Descent for Inverse Reinforcement Learning

Nikita Sevriukov, Anna Barabanova, Uliana Gagarina +4

Inverse reinforcement learning (IRL) aims to recover a reward function under which the resulting policy reproduces the behavior observed in expert demonstrations. A natural approac…