Research Papers Paper briefing
One Policy, Any Body: How COMPASS Is Making Robot Navigation Truly Portable
NVIDIA's COMPASS uses residual reinforcement learning and policy distillation to deploy a single navigation policy across wheeled and legged platforms — with zero-shot sim-to-real transfer on the Unitree G1 humanoid.