Imitation Learning • Also known as learning by demonstration, apprenticeship learning • An expert demonstrates how to solve the task • Machine can also interact with the environment, but cannot explicitly obtain reward. • It is hard to define reward in some tasks. • Hand-crafted rewards can lead to