COMPASS: Cross-embOdiment Mobility Policy Via ResiduAl RL and Skill Synthesis
As robots are increasingly deployed in diverse application domains, enabling robust mobility across different embodiments has become a critical challenge. Classical mobility stacks, though effective on specific platforms, require extensive per-robot tuning and do not scale easily to new embodiments.…