Before revision: Reinforcement learning algorithms have been mostly developed and evaluated under the assumption that they will operate in a fully autonomous manner---they will take all actions.
After revision: Reinforcement learning agents have been mostly developed and evaluated under the assumption that they will operate in a fully autonomous manner---they will take all actions.