Learning Adaptive Safety Margins for Visual Navigation
By Junyi Hu · Paper · cs.RO
Robots in cluttered indoor spaces often fail not because they cannot generate collision-free paths, but because a fixed safety margin is mis-calibrated: conservative margins cause detours and timeouts, while permissive margins lead to near-boundary shortcuts under perception bias