Active Reinforcement Learning: Observing Rewards at a Cost

David Krueger, Jan Leike, Owain Evans +1

Active reinforcement learning (ARL) is a variant on reinforcement learning where the agent does not observe the reward unless it chooses to pay a query cost c > 0. The central ques…