Zhonghuai Yan

GIMloco: Generic Internal Model-Based Locomotion for Quadruped Robots

A central challenge in robust quadruped locomotion, which relies solely on proprioceptive information, is how to effectively encode the history of observations. While current methods, such as regression, struggle with high-dimensional multi-time-step histories, and Temporal Convolutional Networks (T…