Cross-Modal Distillation With Latent Consistency for Proprioceptive Quadruped Locomotion
Proprioception-only locomotion over complex terrain is essential for quadruped robots when external perception is unavailable or unreliable. Existing methods either rely on privileged physical quantities for supervision or infer environmental information from short-term state evolution, which may lead to overemphasis o...