Qi-Ming Chen

A hierarchical reinforcement learning approach for robot navigation integrating LiDAR priors and the options framework

This method formalizes the navigation task as a semiMarkov decision process and constructs a two-layer decision architecture with collaboration between a high-level manager and a low-level worker with collaboration between a high-level manager and a low-level worker.