Nature Machine Intelligence, Published online: 16 March 2026; doi:10.1038/s42256-026-01186-z
Mower, Wan et al. introduce ROS-LLM, an open-source system that lets non-experts control robots with natural language, learn new skills from demonstrations and feedback, and automatically tune actions for reliable performance in real-world tasks.