Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics

Nicolò Botteghi, Mannes Poel, Beril Sirmacek +1

Deep Reinforcement Learning has shown its ability in solving complicated problems directly from high-dimensional observations. However, in end-to-end settings, Reinforcement Learni…