Unsupervised Representation Learning in Deep Reinforcement Learning: A Review

Nicolò Botteghi, Mannes Poel, Christoph Brune

This review addresses the problem of learning abstract representations of the measurement data in the context of Deep Reinforcement Learning (DRL). While the data are often ambiguo…