Original ResearchPublished 1 October 2026Low-cost fine-tuning of SmolVLA with smoothness regularization and chunk-aware auxiliary supervision for language-conditioned manipulationChenkai HeFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1890245
EditorialPublished 10 September 2026Editorial: Foundation models for robot designMahdi Tavakoli · Emmanuel Benjamin Vander Poorten · Sanja Dogramadzi · Jay Carriere · Amir Hooshiar · Arash Arami · Hamidreza KasaeiFrontiers in Robotics and AIdoi 10.3389/frobt.2026.1927761