Research Papers · May 29, 2026 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. #cross-embodiment #navigation #sim-to-real
