Active Reinforcement Learning with Monte-Carlo Tree Search

Sebastian Schulze, Owain Evans

Active Reinforcement Learning (ARL) is a twist on RL where the agent observes reward information only if it pays a cost. This subtle change makes exploration substantially more cha…