Before revision:  In this work, our goal is to develop algorithms that, by learning to switch control between machines and humans , allow existing reinforcement learning policies to operate under different automation levels.
After revision:  In this work, our goal is to develop algorithms that, by learning to switch control between machine and human agents , allow existing reinforcement learning policies to operate under different automation levels.