ACR-Nav: Localization-Free Corridor Navigation via Action-Conditioned Scalar-Range Evolution
ACR-Nav is introduced, an action-conditioned range navigation framework that converts scalar-range evolution into closed-loop progress information and can support goal-directed, segment-level navigation within locally straight corridor passages without exposing robot pose or target bearing to the policy.