Explorative Imitation Learning: A Path Signature Approach for Continuous Environments

Nathan Gavenski, Juarez Monteiro, Felipe Meneguzzi +2

Some imitation learning methods combine behavioural cloning with self-supervision to infer actions from state pairs. However, most rely on a large number of expert trajectories to…