Imitation Learning

Rethinking Imitation Learning with Predictive Inverse Dynamics Models

Predictive Inverse Dynamics Models often outperform standard Behavior Cloning in imitation learning, achieving comparable performance with as few as one-fifth the demonstrations required by BC.