Kai Chen

Safe Navigation With Occluded Pedestrians: An Analytical Active Inference Approach

Autonomous vehicles in urban environments must account for pedestrians potentially hidden behind static obstacles, where existence, position, and behavioral intent are all uncertain. We propose a fully analytical Active Inference framework that replaces particle-filter-based inference with a parametric Bernoulli-Gaussi...