Adapting to Reward Progressivity via Spectral Reinforcement Learning

Michael Dann, John Thangarajah

In this paper we consider reinforcement learning tasks with progressive rewards; that is, tasks where the rewards tend to increase in magnitude over time. We hypothesise that this…