Learning POMDP World Models from Observations with Language-Model Priors. - Valentin Six; Frederik Panse; Mathis Fajeau; Lancelot Da Costa; Mridul Sharma; Alfonso Amayuelas; Tim Z. Xiao; David Hyland; Philipp Hennig; Bernhard Schölkopf (CoRR, 2026)