This article focuses on the emerging paradigm shift of collision-inclusive motion planning and control for impact-resilient mobile robots, develops a unified hierarchical framework navigation in unknown partially observable cluttered spaces. At lower level, we develop deformation recovery trajectory replanning strategy that handles collisions may occur at run time, locally. The low-level system...