@article{llmgropvisuallygroundedrobottaskandmotio, title = {LLM-GROP: Visually Grounded Robot Task and Motion Planning with Large Language Models}, author = {Xiaohan Zhang and Yan Ding and Yohei Hayamizu and Zainab Altaweel and Yifeng Zhu and Yuke Zhu and Peter Stone and Chris Paxton and Shiqi Zhang}, year = {2025}, eprint = {2511.07727}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.07727}, }