Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning

Dylan J. Foster, Adam Block, Dipendra Misra

Imitation learning (IL) aims to mimic the behavior of an expert in a sequential decision making task by learning from demonstrations, and has been widely applied to robotics, auton…