2026
An End-To-End Trajectory Planner for Safe and Efficient Navigation in Crowded Dynamic Environments
ICRA 2026poster
This paper presents a novel end-to-end trajectory planning framework that integrates LiDAR-based perception with trajectory optimization, enabling safe and efficient navigation in dynamic environments without relying on semantic detection or explicit kinematic modeling. Learning-based dynamic collis…