A Fully Differentiable Neuro-Soft-Symbolic Framework for Perceptual Task Planning.

arXiv:2609.21221v1 Announce Type: new Abstract: Perceptual planning tasks require two key capabilities: accurately perceiving uncertain scenes and planning valid action sequences following logical rules. Conventional methods convert perception into discrete sy