Egocentric Conformal Prediction for Safe and Efficient Navigation in Dynamic Cluttered Environments

Jaeuk Shin, Jungjin Lee, Insoon Yang

Conformal prediction (CP) has emerged as a powerful tool in robotics and control, thanks to its ability to calibrate complex, data-driven models with formal guarantees. However, in…