LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning

Firas Al-Hafez, Davide Tateo, Oleg Arenz +2

Recent methods for imitation learning directly learn a $Q$-function using an implicit reward formulation rather than an explicit reward function. However, these methods generally r…