A Novel Variational Lower Bound for Inverse Reinforcement Learning

Yikang Gui, Prashant Doshi

Inverse reinforcement learning (IRL) seeks to learn the reward function from expert trajectories, to understand the task for imitation or collaboration thereby removing the need fo…