@article{foundationmodelsinroboticsacomprehensive, title = {Foundation Models in Robotics: A Comprehensive Review of Methods, Models, Datasets, Challenges and Future Research Directions}, author = {Aggelos Psiris and Vasileios Argyriou and Evangelos K. Markakis and Panagiotis Sarigiannidis and Efstratios Gavves and Kostas Bekris and Arash Ajoudani adn Georgios Th. Papadopoulos}, year = {2026}, eprint = {2604.15395}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.15395}, }