Evidence-Gated Task and Motion Planning with Vision-Language Models.

arXiv:2608.20084v2 Announce Type: replace-cross Abstract: Robots executing long-horizon manipulation tasks from natural-language instructions must reason about both semantic task structure and geometric feasibility. Hierarchical approaches combining Vision-Lan