PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

Youngjoon Jeong, Jihwan Yu, Minsoo Jo +2

Latent action pretraining learns representations of visual change from pairs of observations, but existing methods typically encode each transition as a single unstructured represe…