Nature Machine Intelligence, Published online: 11 July 2025; doi:10.1038/s42256-025-01065-z
Humphreys and Zhou present a learning-based robot control framework inspired by animal gait mechanisms that enables quadruped robots to generalize to diverse real-world terrains, transition between gaits and recover from instability.