Multi-task Hierarchical Adversarial Inverse Reinforcement Learning

Jiayu Chen, Dipesh Tamboli, Tian Lan, Vaneet Aggarwal

Abstract: Multi-task Imitation Learning (MIL) aims to train a policy capable of performing a distribution of tasks based on multi-task expert demonstrations, which is essential for general-purpose robots. Ex...