Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints

Huajian Liu, Yixuan Feng, Wei Dong +3

In this paper, we propose a novel hierarchical framework for robot navigation in dynamic environments with heterogeneous constraints. Our approach leverages a graph neural network…