Second Thoughts: Exploring and Planning through Comparative Imagination in World Models.

arXiv:2610.28779v1 Announce Type: cross Abstract: World models let agents compare imagined outcomes before acting, but an agent must still decide which alternatives to explore and when a proposed plan should replace its learned policy. We introduce SDI (Siblin