Trotting Robots Offer Insights Into Animal Gait Transitions

A team of EPFL researchers have trained a four-legged robot using deep reinforcement learning to navigate challenging terrain and avoid falls by spontaneously switching between walking, trotting, and pronking. The study offers new insights into the reasons behind gait transitions in animals and suggests that fall avoidance may be a key factor.