Humanoid Locomotion, Machine Learning, Transformers, Artificial Intelligence, Robotics.
Berkeley presents a causal transformer model trained via autoregressive prediction of sensorimotor trajectories, culminating in the remarkable feat of enabling a full-sized humanoid to navigate the streets of San Francisco in a zero-shot manner. The team conceptualizes humanoid control as akin to