Lucid Dreaming for World Models: Learning to Doubt Imagination and Decide by Trust.

arXiv:2609.37156v1 Announce Type: cross Abstract: World models enable agents to learn and plan in imagination, but predictions beyond their experience can become unreliable and mislead decisions. Existing uncertainty estimates derived from predictions can rema