Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning

Nathan Michlo, Devon Jarvis, Richard Klein +1

In this work, we investigate the properties of data that cause popular representation learning approaches to fail. In particular, we find that in environments where states do not s…