2 papers
cs.RO2026
E2-BKI: Evidential Ellipsoidal Bayesian Kernel Inference for Uncertainty-aware Gaussian Semantic Mapping
Junyoung Kim, Minsik Jeon, Jihong Min +2
Semantic mapping aims to construct a 3D semantic representation of the environment, providing essential knowledge for robots operating in complex outdoor settings. While Bayesian K…
cs.RO2025
Smooth Model Predictive Path Integral Control without Smoothing
Taekyung Kim, Gyuhyun Park, Kiho Kwak +2
We present a sampling-based control approach that can generate smooth actions for general nonlinear systems without external smoothing algorithms. Model Predictive Path Integral (M…