Distributionally Robust Imitation Learning: Layered Control Architecture for Certifiable Autonomy

Aditya Gahlawat, Ahmed Aboudonia, Sandeep Banik +5

Imitation learning (IL) enables autonomous behavior by learning from expert demonstrations. While more sample-efficient than comparative alternatives like reinforcement learning, I…