@article{towardsembodiedagenticaireviewandclassif, title = {Towards Embodied Agentic AI: Review and Classification of LLM- and VLM-Driven Robot Autonomy and Interaction}, author = {Sahar Salimpour and Lei Fu and Kajetan Rachwał and Pascal Bertrand and Kevin O'Sullivan and Robert Jakob and Farhad Keramat and Leonardo Militano and Giovanni Toffetti and Harry Edelman and Jorge Peña Queralta}, year = {2025}, eprint = {2508.05294}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.05294}, }