Gwanhyeong Song

Learning Traversability Cost Maps with Decomposed Uncertainties Via Continuous-State MEDIRL

Accurate traversability assessment is critical for mobile robot motion planning, yet sensor occlusions and model limitations often compromise cost map reliability. Therefore, analyzing spatial uncertainty is essential for robust risk management. We propose a novel Maximum Entropy Deep Inverse Reinfo…