Dynamics-Aligned Representation Learning under Induced Partial Observability.

arXiv:2610.25511v1 Announce Type: cross Abstract: Model-based reinforcement learning (MBRL) has enabled sample-efficient learning of continuous control policies from high-dimensional observations through learned latent dynamics models. These models are typical