Planning Irregular Object Packing via Hierarchical Reinforcement Learning
Planning Irregular Object Packing via Hierarchical Reinforcement Learning
Object packing by autonomous robots is an important challenge in warehouses and logistics industry. Most conventional data-driven packing planning approaches focus on regular cuboid packing, which are usually heuristic and limit the practical use in realistic applications with everyday objects. In this paper, we propose a deep hierarchical reinforcement learning …