Imitation with Neural Density Models

Kuno Kim, Akshat Jindal, Yang Song +3

We propose a new framework for Imitation Learning (IL) via density estimation of the expert's occupancy measure followed by Maximum Occupancy Entropy Reinforcement Learning (RL) us…